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ORCIDLei Li 0005
Person information
- affiliation: Carnegie Mellon University, School of Computer Science, Language Technologies Institute, PA, USA
- affiliation (former): University of California Santa Barbara, CA, USA
- affiliation (former): ByteDance AI Lab, Beijing, China
- affiliation (former): University of California, Berkeley, Computer Science Division, CA, USA
- affiliation (PhD 2011): Carnegie Mellon University, Computer Science Department, Pittsburgh, PA, USA
- affiliation (2004 - 2006): Shanghai Jiao Tong University, Department of Computer Science and Engineering, APEX Data and Knowledge Management Lab, Shanghai, China
Other persons with the same name
- Lei Li — disambiguation page
- Lei Li 0001
![[0000-0002-0688-9619]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0688-9619")
— Florida International University, School of Computing and Information Sciences, Miami, FL, USA - Lei Li 0002 — Hefei University of Technology, School of Computer and Information, Hefei, China (and 1 more)
- Lei Li 0003 (aka: Lei Thor Li) — Hong Kong University of Science and Technology (and 1 more)
- Lei Li 0004 — Baylor College of Medicine: Houston, TX, USA (and 2 more)
- Lei Li 0006 — Duke University, Department of Mathematics, Durham, NC, USA (and 2 more)
- Lei Li 0007 — Zhejiang University, State Key Laboratory of Fluid Power and Mechatronics Systems, Hangzhou, China
- Lei Li 0008 — Shandong University of Finance and Economics, School of Computer Science and Technology, Jinan, China (and 1 more)
- Lei Li 0009 — Beijing University of Posts and Telecommunications, School of Artificial Intelligence, Beijing, China (and 1 more)
- Lei Li 0010 — South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China
- Lei Li 0011 — South China Agricultural University, College of Economics and Management, Guangzhou, China
- Lei Li 0012 — University of Connecticut, Department of Computer Science and Engineering, Storrs, CT, USA
- Lei Li 0013 — Qingdao University, School of Basic Medical Science / School of Data Science and Software Engineering, China (and 1 more)
- Lei Li 0014 — Jiangnan University, Business School, Wuxi, China
- Lei Li 0015 — George Mason University, Department of Statistics, Fairfax, VA, USA
- Lei Li 0016 — Central South University, Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, Changsha, China
- Lei Li 0017 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Lei Li 0019 — National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China
- Lei Li 0020 — University of Oxford, Institute of Biomedical Engineering, UK (and 2 more)
- Lei Li 0021 — Kennesaw State University, College of Computing and Software Engineering, GA, USA (and 2 more)
- Lei Li 0022 — Sun Yat-sen University, Department of Computer Science, Guangzhou, China
- Lei Li 0023 — Cornell University, Ithaca, NY, USA (and 1 more)
- Lei Li 0024 — California Institute of Technology, Department of Electrical Engineering, Pasadena, CA, USA
- Lei Li 0025 — China University of Petroleum, College of Science, Qingdao, China (and 1 more)
- Lei Li 0026 — University of Alberta, Department of Mechanical Engineering, Edmonton, AB, Canada
- Lei Li 0027 — Harbin Institute of Technology, School of Electrical Engineering and Automation, China
- Lei Li 0028 — Shangdong Technology and Business University, School of Information and Electronic Engineering, Yantai, China (and 1 more)
- Lei Li 0029 — Zhengzhou University, School of Physics and Engineering, China (and 1 more)
- Lei Li 0030 — Virginia Polytechnic Institute and State University, Department of Electrical and Computer Engineering, Blacksburg, VA, USA (and 1 more)
- Lei Li 0031 — Xidian University, School of Mechano-Electronic Engineering, Xi'an, China
- Lei Li 0032 — Northwestern Polytechnincal University, Department of Engineering Mechanics, Xi'an, China
- Lei Li 0033 — Southwest Jiaotong University, MoE Key Laboratory of Magnetic Suspension Technology and Maglev Vehicle, Chengdu, China
- Lei Li 0034 — State Grid Shandong Electric Power Company, Jinan, China
- Lei Li 0035 — University of Franche-Comté, France
- Lei Li 0036 — Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- Lei Li 0037 — Beijing Normal University, Department of Information Management, Beijing, China (and 1 more)
- Lei Li 0038 — École Polytechnique, LIX, Paris, France (and 1 more)
- Lei Li 0039 — University of Hong Kong, Hong Kong (and 1 more)
- Lei Li 0040 — Zhejiang University, Hangzhou, China
- Lei Li 0041 — Fujitsu R&D Center, Ocean International Center, Beijing, China
- Lei Li 0042 — Hong Kong Baptist University, Department of Computer Science, Kowloon, Hong Kong
- Lei Li 0043 — East China Normal University, School of Data Science and Engineering, Shanghai, China (and 1 more)
- Lei Li 0044 — Tongji University, College of Electronic and Information Engineering, Shanghai, China (and 1 more)
- Lei Li 0045 — Hosei University, Department of Applied Informatics, Tokyo, Japan (and 2 more)
- Lei Li 0046 — Chinese Academy of Sciences, Northeast Institute of Geography and Agroecology, Changchun, China (and 1 more)
- Lei Li 0047 — BGP, CNPC, Research and Development Center, Zhuozhou, China
- Lei Li 0048 — Xiamen University, Department of Software Engineering, Fujian, China
- Lei Li 0049 — Chinese Academy of Sciences, Institute of Software, Laboratory of General Software, Beijing, China (and 1 more)
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2020 – today
- 2025
[c177]Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin, Yuning Mao, William Yang Wang, Lei Li, Yi-Chia Wang:
Extrapolating to Unknown Opinions Using LLMs. COLING 2025: 7819-7830- [i172]Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan:
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models. CoRR abs/2502.07346 (2025) - [i171]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DIS-CO: Discovering Copyrighted Content in VLMs Training Data. CoRR abs/2502.17358 (2025) - [i170]Xiaofei Kong, Lei Li, Menghan Dou, Zhaoyun Chen, Yuchun Wu, Guoping Guo:
Quantum-Enhanced LLM Efficient Fine Tuning. CoRR abs/2503.12790 (2025) - 2024
- [c176]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. AAAI 2024: 22141-22149 - [c175]Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li:
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL (Findings) 2024: 12111-12130 - [c174]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang:
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement. ACL (1) 2024: 15474-15492 - [c173]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. ACL (Findings) 2024: 15654-15669 - [c172]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. EMNLP (Findings) 2024: 247-266 - [c171]Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Baobao Chang, Xu Sun, Lei Li, Zhifang Sui:
A Survey on In-context Learning. EMNLP 2024: 1107-1128 - [c170]André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira:
LumberChunker: Long-Form Narrative Document Segmentation. EMNLP (Findings) 2024: 6473-6486 - [c169]Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan:
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. EMNLP (Findings) 2024: 10748-10772 - [c168]Wenda Xu, Jiachen Li, William Yang Wang, Lei Li:
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment. EMNLP 2024: 11125-11139 - [c167]Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian:
Learning Personalized Alignment for Evaluating Open-ended Text Generation. EMNLP 2024: 13274-13292 - [c166]Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. ICLR 2024 - [c165]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. ICML 2024 - [c164]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. ICML 2024 - [c163]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. ICML 2024 - [c162]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. KDD 2024: 2991-3000 - [c161]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. NAACL-HLT (Findings) 2024: 1429-1445 - [c160]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. NAACL-HLT (Findings) 2024: 2765-2781 - [c159]Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan:
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages. NeurIPS 2024 - [c158]Xuandong Zhao, Kexun Zhang, Zihao Su, Saastha Vasan, Ilya Grishchenko, Christopher Kruegel, Giovanni Vigna, Yu-Xiang Wang, Lei Li:
Invisible Image Watermarks Are Provably Removable Using Generative AI. NeurIPS 2024 - [i169]Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang:
Weak-to-Strong Jailbreaking on Large Language Models. CoRR abs/2401.17256 (2024) - [i168]Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li:
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. CoRR abs/2402.02801 (2024) - [i167]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs. CoRR abs/2402.05864 (2024) - [i166]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. CoRR abs/2402.09910 (2024) - [i165]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Yang Wang:
Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models. CoRR abs/2402.11436 (2024) - [i164]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. CoRR abs/2402.11818 (2024) - [i163]Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li:
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR abs/2402.14315 (2024) - [i162]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions. CoRR abs/2402.18025 (2024) - [i161]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR abs/2403.04735 (2024) - [i160]Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang:
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR abs/2403.12339 (2024) - [i159]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. CoRR abs/2405.06693 (2024) - [i158]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. CoRR abs/2405.08205 (2024) - [i157]Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan:
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages. CoRR abs/2405.17386 (2024) - [i156]Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li:
Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR abs/2406.03728 (2024) - [i155]Wenda Xu, Jiachen Li, William Yang Wang, Lei Li:
BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM. CoRR abs/2406.12168 (2024) - [i154]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. CoRR abs/2406.13869 (2024) - [i153]André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira:
LumberChunker: Long-Form Narrative Document Segmentation. CoRR abs/2406.17526 (2024) - [i152]Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan:
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. CoRR abs/2407.05975 (2024) - [i151]Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong:
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. CoRR abs/2408.07060 (2024) - [i150]Xi Xu, Siqi Ouyang, Brian Yan, Patrick Fernandes, William Chen, Lei Li, Graham Neubig, Shinji Watanabe:
CMU's IWSLT 2024 Simultaneous Speech Translation System. CoRR abs/2408.07452 (2024) - [i149]Siqi Ouyang, Xi Xu, Chinmay Dandekar, Lei Li:
FASST: Fast LLM-based Simultaneous Speech Translation. CoRR abs/2408.09430 (2024) - [i148]Danqing Wang, Jianxin Ma, Fei Fang, Lei Li:
TypedThinker: Typed Thinking Improves Large Language Model Reasoning. CoRR abs/2410.01952 (2024) - [i147]Xuandong Zhao, Chenwen Liao, Yu-Xiang Wang, Lei Li:
Efficiently Identifying Watermarked Segments in Mixed-Source Texts. CoRR abs/2410.03600 (2024) - [i146]Chinmay Dandekar, Wenda Xu, Xi Xu, Siqi Ouyang, Lei Li:
Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems. CoRR abs/2410.10861 (2024) - [i145]Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister:
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. CoRR abs/2410.11325 (2024) - [i144]Botian Jiang, Lei Li, Xiaonan Li, Zhaowei Li, Xiachong Feng, Lingpeng Kong, Qi Liu, Xipeng Qiu:
Understanding the Role of LLMs in Multimodal Evaluation Benchmarks. CoRR abs/2410.12329 (2024) - [i143]Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li:
CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation. CoRR abs/2410.16011 (2024) - [i142]Danqing Wang, Zhuorui Ye, Fei Fang, Lei Li:
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models. CoRR abs/2410.20007 (2024) - [i141]Kexun Zhang, Shang Zhou, Danqing Wang, William Yang Wang, Lei Li:
Scaling LLM Inference with Optimized Sample Compute Allocation. CoRR abs/2410.22480 (2024) - [i140]Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg:
Anticipating Future with Large Language Model for Simultaneous Machine Translation. CoRR abs/2410.22499 (2024) - [i139]Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andres Fabrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramèr, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song:
SoK: Watermarking for AI-Generated Content. CoRR abs/2411.18479 (2024) - [i138]Brian Tufts, Xuandong Zhao, Lei Li:
A Practical Examination of AI-Generated Text Detectors for Large Language Models. CoRR abs/2412.05139 (2024) - 2023
- [c157]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI 2023: 12616-12625 - [c156]Siqi Ouyang, Rong Ye, Lei Li:
WACO: Word-Aligned Contrastive Learning for Speech Translation. ACL (1) 2023: 3891-3907 - [c155]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) 2023: 5166-5183 - [c154]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) 2023: 9890-9908 - [c153]Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu:
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. ACL (Findings) 2023: 11518-11533 - [c152]Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li:
Pre-trained Language Models Can be Fully Zero-Shot Learners. ACL (1) 2023: 15590-15606 - [c151]Siqi Ouyang, Lei Li:
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. EMNLP (Findings) 2023: 3114-3128 - [c150]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. EMNLP 2023: 5967-5994 - [c149]Danqing Wang, Lei Li:
Learning from Mistakes via Cooperative Study Assistant for Large Language Models. EMNLP 2023: 10667-10685 - [c148]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. EMNLP (Findings) 2023: 15432-15444 - [c147]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. ICML 2023: 32349-32364 - [c146]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML 2023: 41770-41785 - [c145]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. ICML 2023: 42187-42199 - [c144]Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou:
Accelerating Antimicrobial Peptide Discovery with Latent Structure. KDD 2023: 2243-2255 - [c143]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Large Language Models. NeurIPS 2023 - [c142]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. NeurIPS 2023 - [i137]Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui:
A Survey for In-context Learning. CoRR abs/2301.00234 (2023) - [i136]Huanyu Bian, Zhilong Jia, Menghan Dou, Yuan Fang, Lei Li, Yiming Zhao, Hanchao Wang, Zhaohui Zhou, Wei Wang, Wenyu Zhu, Ye Li, Yang Yang, Weiming Zhang, Nenghai Yu, Zhaoyun Chen, Guoping Guo:
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum. CoRR abs/2301.03251 (2023) - [i135]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR abs/2302.02285 (2023) - [i134]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. CoRR abs/2302.03162 (2023) - [i133]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Jiajun Chen, Lei Li, Shujian Huang:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. CoRR abs/2304.04675 (2023) - [i132]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. CoRR abs/2305.00386 (2023) - [i131]Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou:
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. CoRR abs/2305.04297 (2023) - [i130]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. CoRR abs/2305.05976 (2023) - [i129]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Generative Language Models. CoRR abs/2305.10519 (2023) - [i128]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. CoRR abs/2305.13140 (2023) - [i127]Danqing Wang, Lei Li:
Learn from Mistakes through Cooperative Interaction with Study Assistant. CoRR abs/2305.13829 (2023) - [i126]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. CoRR abs/2305.14282 (2023) - [i125]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR abs/2305.14591 (2023) - [i124]Siqi Ouyang, Lei Li:
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations. CoRR abs/2305.15064 (2023) - [i123]Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, Lei Li:
Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats. CoRR abs/2306.01953 (2023) - [i122]Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. CoRR abs/2306.17439 (2023) - [i121]Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Extrapolating Large Language Models to Non-English by Aligning Languages. CoRR abs/2308.04948 (2023) - [i120]Zhenqiao Song, Yunlong Zhao, Yufei Song, Wenxian Shi, Yang Yang, Lei Li:
Joint Design of Protein Sequence and Structure based on Motifs. CoRR abs/2310.02546 (2023) - [i119]Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian:
Learning Personalized Story Evaluation. CoRR abs/2310.03304 (2023) - [i118]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Yang Yang, Lei Li:
Functional Geometry Guided Protein Sequence and Backbone Structure Co-Design. CoRR abs/2310.04343 (2023) - [i117]Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang:
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. CoRR abs/2310.07075 (2023) - [i116]Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li:
How Multilingual is Multilingual LLM? CoRR abs/2311.09071 (2023) - [i115]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. CoRR abs/2311.09336 (2023) - 2022
- [j11]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
SOLO: A Simple Framework for Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8587-8601 (2022) - [j10]Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li:
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. IEEE Robotics Autom. Lett. 7(1): 57-64 (2022) - [c141]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481 - [c140]Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI 2022: 10482-10491 - [c139]Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI 2022: 10776-10784 - [c138]Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
Learning When to Translate for Streaming Speech. ACL (1) 2022: 680-694 - [c137]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. ACL (Findings) 2022: 774-781 - [c136]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) 2022: 2701-2714 - [c135]Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Rethinking Document-level Neural Machine Translation. ACL (Findings) 2022: 3537-3548 - [c134]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) 2022: 3941-3955 - [c133]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. ACL (1) 2022: 7050-7062 - [c132]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) 2022: 8398-8409 - [c131]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. EMNLP (Findings) 2022: 5044-5055 - [c130]Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li:
Calibrating Factual Knowledge in Pretrained Language Models. EMNLP (Findings) 2022: 5937-5947 - [c129]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. EMNLP (Findings) 2022: 6559-6574 - [c128]Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li:
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR 2022 - [c127]Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR 2022 - [c126]Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. ICML 2022: 9356-9376 - [c125]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. ICRA 2022: 7469-7476 - [c124]Siqi Ouyang, Rong Ye, Lei Li:
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. IWSLT@ACL 2022: 92-97 - [c123]Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu:
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. KDD 2022: 3458-3467 - [c122]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. NAACL-HLT 2022: 943-955 - [c121]Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) 2022: 2508-2527 - [c120]Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. NAACL-HLT 2022: 5099-5113 - [c119]Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li:
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. SC 2022: 38:1-38:14 - [i114]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. CoRR abs/2203.07687 (2022) - [i113]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR abs/2203.08480 (2022) - [i112]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. CoRR abs/2203.10426 (2022) - [i111]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR abs/2204.02030 (2022) - [i110]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. CoRR abs/2204.04163 (2022) - [i109]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. CoRR abs/2204.05509 (2022) - [i108]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. CoRR abs/2205.01863 (2022) - [i107]Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. CoRR abs/2205.02444 (2022) - [i106]Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. CoRR abs/2205.04182 (2022) - [i105]Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. CoRR abs/2206.05975 (2022) - [i104]Siqi Ouyang, Rong Ye, Lei Li:
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. CoRR abs/2206.13756 (2022) - [i103]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. CoRR abs/2210.03312 (2022) - [i102]Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li:
Calibrating Factual Knowledge in Pretrained Language Models. CoRR abs/2210.03329 (2022) - [i101]Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou:
PARAGEN : A Parallel Generation Toolkit. CoRR abs/2210.03405 (2022) - [i100]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. CoRR abs/2210.05035 (2022) - [i99]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. CoRR abs/2211.12130 (2022) - [i98]Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li:
Pre-trained Language Models can be Fully Zero-Shot Learners. CoRR abs/2212.06950 (2022) - [i97]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation. CoRR abs/2212.09305 (2022) - [i96]Siqi Ouyang, Rong Ye, Lei Li:
WACO: Word-Aligned Contrastive Learning for Speech Translation. CoRR abs/2212.09359 (2022) - [i95]Danqing Wang, Zeyu Wen, Fei Ye, Hao Zhou, Lei Li:
Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model. CoRR abs/2212.09450 (2022) - [i94]Jingjing Xu, Qingxiu Dong, Hongyi Liu, Lei Li:
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models. CoRR abs/2212.10461 (2022) - [i93]Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu:
Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation. CoRR abs/2212.10551 (2022) - 2021
- [c118]Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li:
Taxonomy Completion via Triplet Matching Network. AAAI 2021: 4662-4670 - [c117]Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. AAAI 2021: 7857-7864 - [c116]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Consecutive Decoding for Speech-to-text Translation. AAAI 2021: 12738-12748 - [c115]Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. AAAI 2021: 12749-12759 - [c114]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structures for Domain Specific Neural Machine Translation. AAAI 2021: 13333-13342 - [c113]Qingyang Wu, Lei Li, Zhou Yu:
TextGAIL: Generative Adversarial Imitation Learning for Text Generation. AAAI 2021: 14067-14075 - [c112]Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li:
NeurST: Neural Speech Translation Toolkit. ACL (demo) 2021: 55-62 - [c111]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. ACL/IJCNLP (1) 2021: 220-231 - [c110]Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li:
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. ACL/IJCNLP (1) 2021: 244-258 - [c109]Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li:
Learning Language Specific Sub-network for Multilingual Machine Translation. ACL/IJCNLP (1) 2021: 293-305 - [c108]Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. ACL/IJCNLP (1) 2021: 1993-2003 - [c107]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. ACL/IJCNLP (Findings) 2021: 2214-2225 - [c106]Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li:
Contrastive Aligned Joint Learning for Multilingual Summarization. ACL/IJCNLP (Findings) 2021: 2739-2750 - [c105]Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li:
Language Tags Matter for Zero-Shot Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 3001-3007 - [c104]Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. ACL/IJCNLP (Findings) 2021: 3140-3151 - [c103]Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang:
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. ACL/IJCNLP (1) 2021: 3533-3546 - [c102]Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL/IJCNLP (1) 2021: 7361-7373 - [c101]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
Dense Contrastive Learning for Self-Supervised Visual Pre-Training. CVPR 2021: 3024-3033 - [c100]Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia:
Scale-Aware Automatic Augmentation for Object Detection. CVPR 2021: 9563-9572 - [c99]Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan:
Locate Then Segment: A Strong Pipeline for Referring Image Segmentation. CVPR 2021: 9858-9867 - [c98]Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo:
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals. CVPR 2021: 14454-14463 - [c97]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. EACL 2021: 2877-2887 - [c96]Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-Level Relation Extraction. EMNLP (1) 2021: 1239-1250 - [c95]Zewei Sun, Mingxuan Wang, Lei Li:
Multilingual Translation via Grafting Pre-trained Language Models. EMNLP (Findings) 2021: 2735-2747 - [c94]Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li:
Counter-Interference Adapter for Multilingual Machine Translation. EMNLP (Findings) 2021: 2812-2823 - [c93]Zhiyuan Zeng, Jiaze Chen, Weiran Xu, Lei Li:
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. EMNLP (1) 2021: 4102-4108 - [c92]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong:
Secoco: Self-Correcting Encoding for Neural Machine Translation. EMNLP (Findings) 2021: 4639-4644 - [c91]Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li:
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. EMNLP (1) 2021: 7280-7290 - [c90]Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. ICLR 2021 - [c89]Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li:
Adversarial Option-Aware Hierarchical Imitation Learning. ICML 2021: 5097-5106 - [c88]Rong Ye, Mingxuan Wang, Lei Li:
End-to-End Speech Translation via Cross-Modal Progressive Training. Interspeech 2021: 2267-2271 - [c87]Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu:
Learning to Design and Construct Bridge without Blueprint. IROS 2021: 2398-2405 - [c86]Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li:
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation. IROS 2021: 3571-3578 - [c85]Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li:
The Volctrans Neural Speech Translation System for IWSLT 2021. IWSLT 2021: 64-74 - [c84]Mingxuan Wang, Hongxiao Bai, Lei Li, Hai Zhao:
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation. NAACL-HLT (Industry Papers) 2021: 89-96 - [c83]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong:
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. NAACL-HLT (Industry Papers) 2021: 105-112 - [c82]Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li:
LightSeq: A High Performance Inference Library for Transformers. NAACL-HLT (Industry Papers) 2021: 113-120 - [c81]Quanyu Long, Mingxuan Wang, Lei Li:
Generative Imagination Elevates Machine Translation. NAACL-HLT 2021: 5738-5748 - [c80]Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS 2021: 21070-21084 - [c79]Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. NLPCC (1) 2021: 389-400 - [c78]Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: A Progressive Method for Knowledge Distillation. ECML/PKDD (3) 2021: 596-611 - [c77]Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. WMT@EMNLP 2021: 187-196 - [c76]Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. WSDM 2021: 707-715 - [i92]Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li:
Taxonomy Completion via Triplet Matching Network. CoRR abs/2101.01896 (2021) - [i91]Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. CoRR abs/2101.11349 (2021) - [i90]Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. CoRR abs/2103.10432 (2021) - [i89]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong:
Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. CoRR abs/2103.16189 (2021) - [i88]Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan:
Locate then Segment: A Strong Pipeline for Referring Image Segmentation. CoRR abs/2103.16284 (2021) - [i87]Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia:
Scale-aware Automatic Augmentation for Object Detection. CoRR abs/2103.17220 (2021) - [i86]Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li:
Serial or Parallel? Plug-able Adapter for multilingual machine translation. CoRR abs/2104.08154 (2021) - [i85]Rong Ye, Mingxuan Wang, Lei Li:
End-to-end Speech Translation via Cross-modal Progressive Training. CoRR abs/2104.10380 (2021) - [i84]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. CoRR abs/2105.03095 (2021) - [i83]Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. CoRR abs/2105.03458 (2021) - [i82]Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li:
The Volctrans Neural Speech Translation System for IWSLT 2021. CoRR abs/2105.07319 (2021) - [i81]Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li:
Learning Language Specific Sub-network for Multilingual Machine Translation. CoRR abs/2105.09259 (2021) - [i80]Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li:
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. CoRR abs/2105.09501 (2021) - [i79]Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang:
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. CoRR abs/2105.14924 (2021) - [i78]Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li:
Adversarial Option-Aware Hierarchical Imitation Learning. CoRR abs/2106.05530 (2021) - [i77]Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li:
Language Tags Matter for Zero-Shot Neural Machine Translation. CoRR abs/2106.07930 (2021) - [i76]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
SOLO: A Simple Framework for Instance Segmentation. CoRR abs/2106.15947 (2021) - [i75]Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. CoRR abs/2107.02418 (2021) - [i74]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. CoRR abs/2107.04292 (2021) - [i73]Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: a Progressive Method for Knowledge Distillation. CoRR abs/2107.09305 (2021) - [i72]Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li:
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation. CoRR abs/2108.02425 (2021) - [i71]Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu:
Learning to Design and Construct Bridge without Blueprint. CoRR abs/2108.02439 (2021) - [i70]Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmarking Suite for Multilingual Text Generation. CoRR abs/2108.07140 (2021) - [i69]Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li:
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. CoRR abs/2108.11771 (2021) - [i68]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong:
Secoco: Self-Correcting Encoding for Neural Machine Translation. CoRR abs/2108.12137 (2021) - [i67]Zewei Sun, Mingxuan Wang, Lei Li:
Multilingual Translation via Grafting Pre-trained Language Models. CoRR abs/2109.05256 (2021) - [i66]Qianqian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
UniST: Unified End-to-end Model for Streaming and Non-streaming Speech Translation. CoRR abs/2109.07368 (2021) - [i65]Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li:
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. CoRR abs/2109.09991 (2021) - [i64]Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. CoRR abs/2109.11247 (2021) - [i63]Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang:
LightSeq: Accelerated Training for Transformer-based Models on GPUs. CoRR abs/2110.05722 (2021) - [i62]Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision. CoRR abs/2110.07515 (2021) - [i61]Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level. CoRR abs/2110.10874 (2021) - [i60]Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li:
A Survey on Green Deep Learning. CoRR abs/2111.05193 (2021) - [i59]Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-level Relation Extraction. CoRR abs/2111.05407 (2021) - [i58]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. CoRR abs/2112.05417 (2021) - 2020
- [j9]Fei Wu, Cewu Lu, Mingjie Zhu, Hao Chen, Jun Zhu, Kai Yu, Lei Li, Ming Li, Qianfeng Chen, Xi Li, Xudong Cao, Zhongyuan Wang, Zhengjun Zha, Yueting Zhuang, Yunhe Pan:
Towards a new generation of artificial intelligence in China. Nat. Mach. Intell. 2(6): 312-316 (2020) - [j8]Tao Kong, Fuchun Sun, Huaping Liu, Yuning Jiang, Lei Li, Jianbo Shi:
FoveaBox: Beyound Anchor-Based Object Detection. IEEE Trans. Image Process. 29: 7389-7398 (2020) - [c75]Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Lei Li, Yue Yu, Yitan Li:
SPAN: A Stochastic Projected Approximate Newton Method. AAAI 2020: 1520-1527 - [c74]Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. AAAI 2020: 9282-9289 - [c73]Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. AAAI 2020: 9378-9385 - [c72]Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen:
Task-Aware Monocular Depth Estimation for 3D Object Detection. AAAI 2020: 12257-12264 - [c71]Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. ACL (demo) 2020: 1-8 - [c70]Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. ACL 2020: 3436-3441 - [c69]Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. AISTATS 2020: 122-132 - [c68]Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang:
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference. AKBC 2020 - [c67]Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li:
SOLO: Segmenting Objects by Locations. ECCV (18) 2020: 649-665 - [c66]Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach. EMNLP (Findings) 2020: 1286-1298 - [c65]Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li:
Double Graph Based Reasoning for Document-level Relation Extraction. EMNLP (1) 2020: 1630-1640 - [c64]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. EMNLP (1) 2020: 2649-2663 - [c63]Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. EMNLP (Findings) 2020: 4908-4917 - [c62]Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. EMNLP (1) 2020: 9119-9130 - [c61]Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. ICLR 2020 - [c60]Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen:
Mirror-Generative Neural Machine Translation. ICLR 2020 - [c59]Wenxian Shi, Hao Zhou, Ning Miao, Lei Li:
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. ICML 2020: 8840-8851 - [c58]Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen:
SOLOv2: Dynamic and Fast Instance Segmentation. NeurIPS 2020 - [c57]Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
QuAChIE: Question Answering based Chinese Information Extraction System. SIGIR 2020: 2177-2180 - [c56]Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li:
The Volctrans Machine Translation System for WMT20. WMT@EMNLP 2020: 305-312 - [c55]Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li:
Volctrans Parallel Corpus Filtering System for WMT 2020. WMT@EMNLP 2020: 985-990 - [i57]Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. CoRR abs/2002.01127 (2020) - [i56]Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Yue Yu, Lei Li:
SPAN: A Stochastic Projected Approximate Newton Method. CoRR abs/2002.03687 (2020) - [i55]Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen:
SOLOv2: Dynamic, Faster and Stronger. CoRR abs/2003.10152 (2020) - [i54]Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li:
Unsupervised Neural Machine Translation with Indirect Supervision. CoRR abs/2004.03137 (2020) - [i53]Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. CoRR abs/2004.08046 (2020) - [i52]Qingyang Wu, Lei Li, Zhou Yu:
TextGAIL: Generative Adversarial Imitation Learning for Text Generation. CoRR abs/2004.13796 (2020) - [i51]Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li:
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs. CoRR abs/2006.07037 (2020) - [i50]Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. CoRR abs/2006.07065 (2020) - [i49]Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang:
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference. CoRR abs/2006.14017 (2020) - [i48]Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. CoRR abs/2007.06018 (2020) - [i47]Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. CoRR abs/2007.06162 (2020) - [i46]Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. CoRR abs/2007.06174 (2020) - [i45]Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. CoRR abs/2007.08005 (2020) - [i44]Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. CoRR abs/2008.07905 (2020) - [i43]Quanyu Long, Mingxuan Wang, Lei Li:
Generative Imagination Elevates Machine Translation. CoRR abs/2009.09654 (2020) - [i42]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
TED: Triple Supervision Decouples End-to-end Speech-to-text Translation. CoRR abs/2009.09704 (2020) - [i41]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
SDST: Successive Decoding for Speech-to-text Translation. CoRR abs/2009.09737 (2020) - [i40]Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li:
Double Graph Based Reasoning for Document-level Relation Extraction. CoRR abs/2009.13752 (2020) - [i39]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. CoRR abs/2010.03142 (2020) - [i38]Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. CoRR abs/2010.08961 (2020) - [i37]Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li:
LightSeq: A High Performance Inference Library for Sequence Processing and Generation. CoRR abs/2010.13887 (2020) - [i36]Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li:
Volctrans Parallel Corpus Filtering System for WMT 2020. CoRR abs/2010.14029 (2020) - [i35]Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li:
The Volctrans Machine Translation System for WMT20. CoRR abs/2010.14806 (2020) - [i34]Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. CoRR abs/2011.05864 (2020) - [i33]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
Dense Contrastive Learning for Self-Supervised Visual Pre-Training. CoRR abs/2011.09157 (2020) - [i32]Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach. CoRR abs/2011.12334 (2020) - [i31]Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo:
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals. CoRR abs/2011.12450 (2020) - [i30]Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li:
Reciprocal Supervised Learning Improves Neural Machine Translation. CoRR abs/2012.02975 (2020) - [i29]Chengqi Zhao, Mingxuan Wang, Lei Li:
NeurST: Neural Speech Translation Toolkit. CoRR abs/2012.10018 (2020) - [i28]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structure for Domain Specific Neural Machine Translation. CoRR abs/2012.10586 (2020) - [i27]Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic Enhanced Neural Reasoning for Fact Verification. CoRR abs/2012.13577 (2020) - [i26]Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
VOLT: Improving Vocabularization via Optimal Transport for Machine Translation. CoRR abs/2012.15671 (2020)
2010 – 2019
- 2019
- [c54]Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. AAAI 2019: 6834-6842 - [c53]Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. ACL (1) 2019: 5564-5569 - [c52]Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. ACL (1) 2019: 6008-6019 - [c51]Lin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. ACL (1) 2019: 6140-6150 - [c50]Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, Wei-Ying Ma:
What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem. CIKM 2019: 2605-2613 - [c49]Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma:
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations. CVPR 2019: 6609-6618 - [c48]Lili Mou, Hao Zhou, Lei Li:
Discreteness in Neural Natural Language Processing. EMNLP/IJCNLP (2) 2019 - [c47]Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li:
Towards Linear Time Neural Machine Translation with Capsule Networks. EMNLP/IJCNLP (1) 2019: 803-812 - [c46]Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang:
VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. ICCV 2019: 4580-4590 - [c45]Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li, Wu-Jun Li:
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval. ICCV 2019: 5280-5288 - [c44]Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. IJCAI 2019: 5255-5263 - [c43]Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang:
GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. IJCAI 2019: 6569-6571 - [c42]Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. INLG 2019: 24-33 - [c41]Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu:
Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena. KDD 2019: 3093-3101 - [c40]Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. NeurIPS 2019: 12487-12497 - [i25]Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang:
VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. CoRR abs/1904.03493 (2019) - [i24]Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma:
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations. CoRR abs/1904.05521 (2019) - [i23]Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. CoRR abs/1905.06933 (2019) - [i22]Wenxian Shi, Hao Zhou, Ning Miao, Shenjian Zhao, Lei Li:
Fixing Gaussian Mixture VAEs for Interpretable Text Generation. CoRR abs/1906.06719 (2019) - [i21]Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. CoRR abs/1907.03468 (2019) - [i20]Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. CoRR abs/1907.05789 (2019) - [i19]Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. CoRR abs/1908.05672 (2019) - [i18]Zhichen Zhao, Bowen Zhang, Yuning Jiang, Li Xu, Lei Li, Wei-Ying Ma:
Effective Domain Knowledge Transfer with Soft Fine-tuning. CoRR abs/1909.02236 (2019) - [i17]Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen:
Task-Aware Monocular Depth Estimation for 3D Object Detection. CoRR abs/1909.07701 (2019) - [i16]Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. CoRR abs/1909.12335 (2019) - [i15]An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang:
Cross-Lingual Vision-Language Navigation. CoRR abs/1910.11301 (2019) - [i14]Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. CoRR abs/1911.00274 (2019) - [i13]Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei Li:
Non-autoregressive Transformer by Position Learning. CoRR abs/1911.10677 (2019) - [i12]Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. CoRR abs/1912.01114 (2019) - [i11]Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li:
SOLO: Segmenting Objects by Locations. CoRR abs/1912.04488 (2019) - 2018
- [c39]Gen Li, Shikun Xu, Xiang Liu, Lei Li, Changhu Wang:
Jersey Number Recognition With Semi-Supervised Spatial Transformer Network. CVPR Workshops 2018: 1783-1790 - [c38]Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. EMNLP 2018: 4631-4641 - [c37]Jiawei Wu, Lei Li, William Yang Wang:
Reinforced Co-Training. NAACL-HLT 2018: 1252-1262 - [c36]Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. NeurIPS 2018: 6776-6786 - [c35]Lei Li, Xiaojun Wan:
Overview of the NLPCC 2018 Shared Task: Single Document Summarization. NLPCC (2) 2018: 457-463 - [i10]Jiawei Wu, Lei Li, William Yang Wang:
Reinforced Co-Training. CoRR abs/1804.06035 (2018) - [i9]Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. CoRR abs/1805.10572 (2018) - [i8]Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. CoRR abs/1808.09644 (2018) - [i7]Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li:
Towards Linear Time Neural Machine Translation with Capsule Networks. CoRR abs/1811.00287 (2018) - [i6]Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. CoRR abs/1811.10996 (2018) - 2017
- [j7]Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee:
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. 33(2): 517-536 (2017) - [j6]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web 11(2): 11:1-11:40 (2017) - [c34]Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell:
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models. AAAI 2017: 1861-1869 - [c33]Lifeng Hua, Xiaojun Wan, Lei Li:
Overview of the NLPCC 2017 Shared Task: Single Document Summarization. NLPCC 2017: 942-947 - [i5]Wenbo Hu, Lifeng Hua, Lei Li, Tian Wang, Jun Zhu, Hang Su, Bo Zhang:
SAM: Semantic Attribute Modulated Language Modeling. CoRR abs/1707.00117 (2017) - 2016
- [j5]Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian:
Concept over time: the combination of probabilistic topic model with wikipedia knowledge. Expert Syst. Appl. 60: 27-38 (2016) - [c32]Zihang Dai, Lei Li, Wei Xu:
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. ACL (1) 2016 - [c31]Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík:
Swift: Compiled Inference for Probabilistic Programming Languages. IJCAI 2016: 3637-3645 - [i4]Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell:
Towards Practical Bayesian Parameter and State Estimation. CoRR abs/1603.08988 (2016) - [i3]Zihang Dai, Lei Li, Wei Xu:
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. CoRR abs/1606.01994 (2016) - [i2]Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík:
Swift: Compiled Inference for Probabilistic Programming Languages. CoRR abs/1606.09242 (2016) - 2014
- [c30]Quan Ding, Yong Bai, Yusuf Bugra Erol, Rebeca Salas-Boni, Xiaorong Zhang, Lei Li, Xiao Hu:
Multimodal Information Fusion for Robust Heart Beat Detection. CinC 2014: 261-264 - [c29]Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos:
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) 2014: 198-209 - 2013
- [c28]Lei Li, Bharath Ramsundar, Stuart Russell:
Dynamic Scaled Sampling for Deterministic Constraints. AISTATS 2013: 397-405 - [c27]Sharad Vikram, Lei Li, Stuart Russell:
Writing and sketching in the air, recognizing and controlling on the fly. CHI Extended Abstracts 2013: 1179-1184 - [c26]Siyuan Liu, Lei Li, Rammaya Krishnan:
Hibernating Process: Modelling Mobile Calls at Multiple Scales. ICDM 2013: 1139-1144 - [c25]Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell:
The Extended Parameter Filter. ICML (3) 2013: 1103-1111 - [c24]Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh:
Why people hate your app: making sense of user feedback in a mobile app store. KDD 2013: 1276-1284 - [c23]Mark Rogers, Lei Li, Stuart Russell:
Multilinear Dynamical Systems for Tensor Time Series. NIPS 2013: 2634-2642 - [c22]Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos:
F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98 - [i1]Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell:
The Extended Parameter Filter. CoRR abs/1305.1704 (2013) - 2012
- [j4]Lei Li:
A Novel Violent Videos Classification Scheme Based on the Bag of Audio Words Features. Int. J. Comput. Intell. Appl. 11(2) (2012) - [c21]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Rise and fall patterns of information diffusion: model and implications. KDD 2012: 6-14 - [c20]Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li:
RolX: structural role extraction & mining in large graphs. KDD 2012: 1231-1239 - 2011
- [b1]Lei Li:
Fast Algorithms for Mining Co-evolving Time Series. Carnegie Mellon University, USA, 2011 - [c19]Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni:
Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops 2011: 323-330 - [c18]Lei Li, B. Aditya Prakash:
Time Series Clustering: Complex is Simpler! ICML 2011: 185-192 - [c17]Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos:
It's who you know: graph mining using recursive structural features. KDD 2011: 663-671 - [c16]Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos:
ThermoCast: a cyber-physical forecasting model for datacenters. KDD 2011: 1370-1378 - [c15]Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos:
WindMine: Fast and Effective Mining of Web-click Sequences. SDM 2011: 759-770 - 2010
- [j3]Lei Li, Bin Fu, Christos Faloutsos:
Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. IEICE Trans. Inf. Syst. 93-D(6): 1330-1342 (2010) - [j2]Lei Li, B. Aditya Prakash, Christos Faloutsos:
Parsimonious Linear Fingerprinting for Time Series. Proc. VLDB Endow. 3(1): 385-396 (2010) - [c14]Lei Li, Christos Faloutsos:
Fast algorithms for time series mining. ICDE Workshops 2010: 341-344 - [c13]Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong:
Metric forensics: a multi-level approach for mining volatile graphs. KDD 2010: 163-172 - [c12]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. Symposium on Computer Animation 2010: 179-188
2000 – 2009
- 2009
- [c11]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
DynaMMo: mining and summarization of coevolving sequences with missing values. KDD 2009: 507-516 - [c10]Fan Guo, Lei Li, Christos Faloutsos:
Tailoring click models to user goals. WSCD@WSDM 2009: 88-92 - 2008
- [j1]Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing:
C-DEM: a multi-modal query system for Drosophila Embryo databases. Proc. VLDB Endow. 1(2): 1508-1511 (2008) - [c9]Lei Li, James McCann, Christos Faloutsos, Nancy S. Pollard:
Laziness is a Virtue: Motion Stitching Using Effort Minimization. Eurographics (Short Papers) 2008: 87-90 - [c8]Lei Li, Siyuan Liu, Mingyu Chen, Jianping Fan:
Grid Memory Service Architecture for High Performance Computing. GCC 2008: 22-27 - [c7]Wanhong Xu, Xi Zhou, Lei Li:
Inferring privacy information via social relations. ICDE Workshops 2008: 525-530 - [c6]Siyuan Liu, Lei Li, Yiyang Zhao, Jianping Fan:
GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol. ICPADS 2008: 138-144 - [c5]Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan:
Design and Evaluation of Optical Bus in High Performance Computer. ICYCS 2008: 1326-1330 - [c4]Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos:
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. KDD 2008: 471-479 - [c3]Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos:
Efficient Distribution Mining and Classification. SDM 2008: 632-643 - 2006
- [c2]Lei Li, Qiaoling Liu, Yunfeng Tao, Lei Zhang, Jian Zhou, Yong Yu:
Providing an Uncertainty Reasoning Service for Semantic Web Application. APWeb 2006: 628-639 - 2005
- [c1]Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan:
A Reconfigurable Optical Interconnect System for DSAG. PDCAT 2005: 31-34
Coauthor Index
[c155] [c138] [c135] [c133] [c128] [c120] [c119] [i112] [i107] [i101] [i97] [c116] [c115] [c114] [c112] [c110] [c109] [c108] [c107] [c105] [c95] [c94] [c92] [c91] [c88] [c85] [c84] [c83] [c82] [c81] [c77] [i89] [i86] [i85] [i84] [i82] [i81] [i80] [i77] [i68] [i67] [i66] [i65] [i64] [i63] [c73] [c71] [c69] [c64] [c63] [c62] [c56] [c55] [i54] [i48] [i45] [i44] [i43] [i42] [i41] [i39] [i38] [i37] [i36] [i35] [i34] [i30] [i29] [i28] [c47] [i19] [i13] [i7]
[i163] [c144] [i131] [c141] [c140] [c139] [c136] [c135] [c134] [c132] [c128] [c127] [c126] [c121] [i113] [i111] [i110] [i106] [i105] [i101] [i95] [c117] [c116] [c115] [c111] [c108] [c106] [c104] [c102] [c97] [c96] [c90] [c80] [c79] [c78] [c77] [c76] [i91] [i90] [i83] [i75] [i74] [i73] [i70] [i64] [i62] [i61] [i60] [i59] [i58] [c74] [c73] [c71] [c70] [c69] [c64] [c63] [c62] [c61] [c60] [c59] [c57] [i57] [i53] [i51] [i50] [i48] [i47] [i46] [i45] [i44] [i42] [i41] [i39] [i38] [i34] [i30] [i27] [i26] [c54] [c53] [c52] [c51] [c48] [c44] [c43] [c42] [c40] [i23] [i22] [i21] [i20] [i19] [i16] [i14] [i13] [i12] [c38] [c36] [i9] [i8] [i6]
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-04-21 20:05 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
