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Liyuan Wang
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2020 – today
- 2024
- [j25]Liyuan Wang:
Application of information technology in judicial field: The development model of online litigation in China. Comput. Law Secur. Rev. 52: 105936 (2024) - [j24]Liyuan Wang, Xingxing Zhang, Hang Su, Jun Zhu:
A Comprehensive Survey of Continual Learning: Theory, Method and Application. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5362-5383 (2024) - [j23]Han Qi, Liyuan Wang, Changqing Gong, Abdullah Gani:
A survey on quantum data mining algorithms: challenges, advances and future directions. Quantum Inf. Process. 23(3): 74 (2024) - [j22]Ning Yao, Bai Chen, Jiaojiao Wang, Liyuan Wang, Xiaochen Hao:
Distributed optimization game algorithm to improve energy efficiency for multi-radio multi-channel wireless sensor network. Trans. Inst. Meas. Control 46(11): 2198-2210 (2024) - [j21]Liyuan Wang, Xiaomei Zhang, Dongmei Li, Huibin Liu:
Multi-Sensors Space and Time Dimension Based Intrusion Detection System in Automated Vehicles. IEEE Trans. Veh. Technol. 73(1): 200-215 (2024) - [c52]Hongwei Yan, Liyuan Wang, Kaisheng Ma, Yi Zhong:
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation. CVPR 2024: 23670-23680 - [c51]Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang:
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment. ECCV (11) 2024: 375-392 - [c50]Ruilin Luo, Liyuan Wang, Binghuai Lin, Zicheng Lin, Yujiu Yang:
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL. EMNLP 2024: 3767-3799 - [c49]Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xingxing Zhang, Xiaohui Liang:
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment. IJCAI 2024: 1771-1779 - [c48]Neeraj Kumar, Pol Mauri Ruiz, Vijay Menon, Igor Kabiljo, Mayank Pundir, Andrew Newell, Daniel Lee, Liyuan Wang, Chunqiang Tang:
Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences. OSDI 2024: 507-528 - [i24]Ziqi Yuan, Liyuan Wang, Wenbo Ding, Xingxing Zhang, Jiachen Zhong, Jianyong Ai, Jianmin Li, Jun Zhu:
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection. CoRR abs/2401.05362 (2024) - [i23]Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang:
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment. CoRR abs/2403.04398 (2024) - [i22]Hongwei Yan, Liyuan Wang, Kaisheng Ma, Yi Zhong:
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation. CoRR abs/2404.00417 (2024) - [i21]Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xingxing Zhang, Xiaohui Liang:
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment. CoRR abs/2404.13999 (2024) - [i20]Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu, Hanzi Wang:
Transitive Vision-Language Prompt Learning for Domain Generalization. CoRR abs/2404.18758 (2024) - [i19]Jiachen Chen, Danyang Huang, Liyuan Wang, Kathryn L. Lunetta, Debarghya Mukherjee, Huimin Cheng:
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification. CoRR abs/2405.16672 (2024) - [i18]Hao Zhang, Longxiang Jiang, Xinkun Chu, Yong Wen, Luxiong Li, Yonghao Xiao, Liyuan Wang:
Combining physics-informed graph neural network and finite difference for solving forward and inverse spatiotemporal PDEs. CoRR abs/2405.20000 (2024) - [i17]Liyuan Wang, Jingyi Xie, Xingxing Zhang, Hang Su, Jun Zhu:
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning. CoRR abs/2407.05229 (2024) - [i16]Gengwei Zhang, Liyuan Wang, Guoliang Kang, Ling Chen, Yunchao Wei:
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training. CoRR abs/2408.08295 (2024) - [i15]Ruilin Luo, Liyuan Wang, Binghuai Lin, Zicheng Lin, Yujiu Yang:
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL. CoRR abs/2409.14082 (2024) - 2023
- [j20]Liyuan Wang, Xingxing Zhang, Qian Li, Mingtian Zhang, Hang Su, Jun Zhu, Yi Zhong:
Incorporating neuro-inspired adaptability for continual learning in artificial intelligence. Nat. Mac. Intell. 5(12): 1356-1368 (2023) - [j19]Wei Yue, Hongxia Shen, Liyuan Wang:
Observer-based integrated event-triggered sliding mode control for Internet of vehicles with communication constraints. Trans. Inst. Meas. Control 45(2): 331-348 (2023) - [c47]Binghuai Lin, Liyuan Wang:
Multi-accent pronunciation assessment based on domain adversarial training. APSIPA ASC 2023: 2424-2428 - [c46]Longxiang Jiang, Liyuan Wang, Xinkun Chu, Yonghao Xiao, Hao Zhang:
PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network. CACML 2023: 143-147 - [c45]Liyuan Wang, Jiahao Zhang, Qiren Feng, Wei Yue:
Optimal Scheduling and Control Co-design of NCS with Dwell Time Switching Approach. CCEAI 2023: 91-95 - [c44]Binghuai Lin, Liyuan Wang:
Multi-Lingual Pronunciation Assessment with Unified Phoneme Set and Language-Specific Embeddings. ICASSP 2023: 1-5 - [c43]Binghuai Lin, Liyuan Wang:
Robust multi-modal speech emotion recognition with ASR error adaptation. ICASSP 2023: 1-5 - [c42]Binghuai Lin, Liyuan Wang:
Multi-modal ASR error correction with joint ASR error detection. ICASSP 2023: 1-5 - [c41]Gengwei Zhang, Liyuan Wang, Guoliang Kang, Ling Chen, Yunchao Wei:
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model. ICCV 2023: 19091-19101 - [c40]Liyuan Wang, Yulong Chen, Xiaoye Wang, Ruixing Wang, Hao Chen, Yinhai Zhu:
Research on Remote Sensing Image Classification Based on Transfer Learning and Data Augmentation. KSEM (4) 2023: 99-111 - [c39]Yilin Lyu, Liyuan Wang, Xingxing Zhang, Zicheng Sun, Hang Su, Jun Zhu, Liping Jing:
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation. NeurIPS 2023 - [c38]Liyuan Wang, Jingyi Xie, Xingxing Zhang, Mingyi Huang, Hang Su, Jun Zhu:
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality. NeurIPS 2023 - [i14]Liyuan Wang, Xingxing Zhang, Hang Su, Jun Zhu:
A Comprehensive Survey of Continual Learning: Theory, Method and Application. CoRR abs/2302.00487 (2023) - [i13]Gengwei Zhang, Liyuan Wang, Guoliang Kang, Ling Chen, Yunchao Wei:
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model. CoRR abs/2303.05118 (2023) - [i12]Liyuan Wang, Xingxing Zhang, Qian Li, Mingtian Zhang, Hang Su, Jun Zhu, Yi Zhong:
Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence. CoRR abs/2308.14991 (2023) - [i11]Liyuan Wang, Jingyi Xie, Xingxing Zhang, Mingyi Huang, Hang Su, Jun Zhu:
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality. CoRR abs/2310.07234 (2023) - [i10]Yilin Lyu, Liyuan Wang, Xingxing Zhang, Zicheng Sun, Hang Su, Jun Zhu, Liping Jing:
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation. CoRR abs/2310.08855 (2023) - [i9]Liyuan Wang, Jingyi Xie, Xingxing Zhang, Hang Su, Jun Zhu:
Towards a General Framework for Continual Learning with Pre-training. CoRR abs/2310.13888 (2023) - [i8]Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Ürün Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu:
Pearl: A Production-ready Reinforcement Learning Agent. CoRR abs/2312.03814 (2023) - 2022
- [j18]Jingzheng Zhao, Liyuan Wang, Hui Yang, Penghai Wu, Biao Wang, Chengrong Pan, Yanlan Wu:
A Land Cover Classification Method for High-Resolution Remote Sensing Images Based on NDVI Deep Learning Fusion Network. Remote. Sens. 14(21): 5455 (2022) - [j17]Liyuan Wang, Bo Lei, Qian Li, Hang Su, Jun Zhu, Yi Zhong:
Triple-Memory Networks: A Brain-Inspired Method for Continual Learning. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1925-1934 (2022) - [c37]Wei Yue, Yibo Zhao, Liyuan Wang:
Adaptive Tracking Control of Quadrotor UAV with Electromagnetic Attacks. ASCC 2022: 167-172 - [c36]Wei Yue, XiangJun Guo, Zhongchang Liu, Liyuan Wang, Cunming Zou:
Decentralized Robust Control for Internet of Connected Vehicles against Cyber-attacks. ASCC 2022: 409-414 - [c35]Liyuan Wang, Xingxing Zhang, Qian Li, Jun Zhu, Yi Zhong:
CoSCL: Cooperation of Small Continual Learners is Stronger Than a Big One. ECCV (26) 2022: 254-271 - [c34]Binghuai Lin, Liyuan Wang:
Phoneme Mispronunciation Detection By Jointly Learning To Align. ICASSP 2022: 6822-6826 - [c33]Binghuai Lin, Liyuan Wang:
Fast Task-Specific Adaptation in Spoken Language Assessment with Meta-Learning. ICASSP 2022: 7257-7261 - [c32]Binghuai Lin, Liyuan Wang:
Learning Acoustic Frame Labeling for Phoneme Segmentation with Regularized Attention Mechanism. ICASSP 2022: 7882-7886 - [c31]Wei Yue, Haoyang Shen, Liyuan Wang:
Observer-based Fuzzy Adaptive Sliding Mode Control of CV against Actuator Faults and Saturation. ICCA 2022: 406-411 - [c30]Wei Yue, Hongxia Shen, Cunming Zou, Liyuan Wang:
Event-triggered ISMC for String Stability of Connected Vehicles with Communication Constraints. ICCA 2022: 618-623 - [c29]Liyuan Wang, Xingxing Zhang, Kuo Yang, Longhui Yu, Chongxuan Li, Lanqing Hong, Shifeng Zhang, Zhenguo Li, Yi Zhong, Jun Zhu:
Memory Replay with Data Compression for Continual Learning. ICLR 2022 - [c28]Xingxing Zhang, Zhizhe Liu, Weikai Yang, Liyuan Wang, Jun Zhu:
The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification. ACM Multimedia 2022: 1993-2001 - [c27]Binghuai Lin, Liyuan Wang:
Exploiting Information From Native Data for Non-Native Automatic Pronunciation Assessment. SLT 2022: 708-714 - [i7]Liyuan Wang, Xingxing Zhang, Kuo Yang, Longhui Yu, Chongxuan Li, Lanqing Hong, Shifeng Zhang, Zhenguo Li, Yi Zhong, Jun Zhu:
Memory Replay with Data Compression for Continual Learning. CoRR abs/2202.06592 (2022) - [i6]Liyuan Wang, Xingxing Zhang, Qian Li, Jun Zhu, Yi Zhong:
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One. CoRR abs/2207.06543 (2022) - 2021
- [c26]Binghuai Lin, Liyuan Wang:
Uncertainty estimation in automatic pronunciation assessment with pseudo samples based on deep kernel learning. APSIPA ASC 2021: 1031-1036 - [c25]Binghuai Lin, Liyuan Wang:
Uncertainty-Aware Pseudo-Labeling for Spoken Language Assessment. ASRU 2021: 885-891 - [c24]Liyuan Wang, Kuo Yang, Chongxuan Li, Lanqing Hong, Zhenguo Li, Jun Zhu:
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning. CVPR 2021: 5383-5392 - [c23]Binghuai Lin, Liyuan Wang:
Attention-Based Multi-Encoder Automatic Pronunciation Assessment. ICASSP 2021: 7743-7747 - [c22]Binghuai Lin, Liyuan Wang:
A Noise Robust Method for Word-Level Pronunciation Assessment. Interspeech 2021: 781-785 - [c21]Binghuai Lin, Liyuan Wang:
End to End Transformer-Based Contextual Speech Recognition Based on Pointer Network. Interspeech 2021: 2087-2091 - [c20]Hongwei Ding, Binghuai Lin, Liyuan Wang:
F0 Patterns of L2 English Speech by Mandarin Chinese Learners. Interspeech 2021: 3934-3938 - [c19]Binghuai Lin, Liyuan Wang:
A Neural Network-Based Noise Compensation Method for Pronunciation Assessment. Interspeech 2021: 3939-3943 - [c18]Binghuai Lin, Liyuan Wang:
Deep Feature Transfer Learning for Automatic Pronunciation Assessment. Interspeech 2021: 4438-4442 - [c17]Liyuan Wang, Mingtian Zhang, Zhongfan Jia, Qian Li, Chenglong Bao, Kaisheng Ma, Jun Zhu, Yi Zhong:
AFEC: Active Forgetting of Negative Transfer in Continual Learning. NeurIPS 2021: 22379-22391 - [c16]Binghuai Lin, Liyuan Wang, Hongwei Ding, Xiaoli Feng:
Improving L2 English Rhythm Evaluation with Automatic Sentence Stress Detection. SLT 2021: 713-719 - [c15]Wei Yue, Wenbin Tang, Liyuan Wang, Yun Xi, Zhongchang Liu, Cunming Zou:
Cooperative Search Algorithm for UAVs Based on Multi-ant Colony. SMC 2021: 1299-1304 - [i5]Liyuan Wang, Kuo Yang, Chongxuan Li, Lanqing Hong, Zhenguo Li, Jun Zhu:
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning. CoRR abs/2101.00407 (2021) - [i4]Qijun Luo, Zhili Liu, Lanqing Hong, Chongxuan Li, Kuo Yang, Liyuan Wang, Fengwei Zhou, Guilin Li, Zhenguo Li, Jun Zhu:
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation. CoRR abs/2101.01400 (2021) - [i3]Liyuan Wang, Qian Li, Yi Zhong, Jun Zhu:
Few-shot Continual Learning: a Brain-inspired Approach. CoRR abs/2104.09034 (2021) - [i2]Liyuan Wang, Mingtian Zhang, Zhongfan Jia, Qian Li, Chenglong Bao, Kaisheng Ma, Jun Zhu, Yi Zhong:
AFEC: Active Forgetting of Negative Transfer in Continual Learning. CoRR abs/2110.12187 (2021) - 2020
- [j16]Xiao-Chen Hao, Ning Yao, Liyuan Wang, Jiaojiao Wang:
Joint resource allocation algorithm based on multi-objective optimization for wireless sensor networks. Appl. Soft Comput. 94: 106470 (2020) - [j15]Xiao-Chen Hao, Ning Yao, Jiaojiao Wang, Liyuan Wang:
Distributed resource allocation optimisation algorithm based on particle swarm optimisation in wireless sensor network. IET Commun. 14(17): 2990-2999 (2020) - [j14]Liyuan Wang, Jing Zhang, Meng Wang, Jimiao Tian, Li Zhuo:
Multilevel fusion of multimodal deep features for porn streamer recognition in live video. Pattern Recognit. Lett. 140: 150-157 (2020) - [j13]Liyuan Wang, Jing Zhang, Qi Tian, Chenhao Li, Li Zhuo:
Porn Streamer Recognition in Live Video Streaming via Attention-Gated Multimodal Deep Features. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4876-4886 (2020) - [c14]Shuhong Zhang, Liyuan Wang, Lan Wang:
Research on Crowdsourcing Mode of Internet + Rural Logistics Based on Blockchain. CSAE 2020: 37:1-37:5 - [c13]Binghuai Lin, Liyuan Wang:
Joint Prediction of Punctuation and Disfluency in Speech Transcripts. INTERSPEECH 2020: 716-720 - [c12]Binghuai Lin, Liyuan Wang, Xiaoli Feng, Jinsong Zhang:
Automatic Scoring at Multi-Granularity for L2 Pronunciation. INTERSPEECH 2020: 3022-3026 - [c11]Binghuai Lin, Liyuan Wang, Xiaoli Feng, Jinsong Zhang:
Joint Detection of Sentence Stress and Phrase Boundary for Prosody. INTERSPEECH 2020: 4392-4396 - [c10]Hongwei Ding, Binghuai Lin, Liyuan Wang, Hui Wang, Ruomei Fang:
A Comparison of English Rhythm Produced by Native American Speakers and Mandarin ESL Primary School Learners. INTERSPEECH 2020: 4481-4485 - [i1]Liyuan Wang, Bo Lei, Qian Li, Hang Su, Jun Zhu, Yi Zhong:
Triple Memory Networks: a Brain-Inspired Method for Continual Learning. CoRR abs/2003.03143 (2020)
2010 – 2019
- 2019
- [j12]Liyuan Wang, Wei Yue:
A Dwell Time Switching Approach to Channel Assignment for Stabilization of NCSs With Medium Access Constraint. IEEE Access 7: 107311-107319 (2019) - [j11]Wei Yue, Xianhe Guan, Liyuan Wang:
Robust Nonlinear Multiple Unmanned Surface Vessels Control Against Probabilistic Faults and Time-Varying Delay. IEEE Access 7: 143263-143272 (2019) - [j10]Liyuan Wang, Wei Yue:
Control of NCSs with energy efficient channel assignment and power allocation. Autom. 67(4): 304-315 (2019) - [j9]Liyuan Wang, John L. Christensen, David C. Jeong, Lynn C. Miller:
Virtual prognostication: When virtual alcohol choices predict change in alcohol consumption over 6-months. Comput. Hum. Behav. 90: 388-396 (2019) - [c9]Jin Li, Jishuo Yan, Guangxu Li, Liyuan Wang, Fan Yang:
RGB-D-based Hand Gesture Recognition for Letters Expression. ICBIP 2019: 113-116 - 2018
- [j8]Xiao-Chen Hao, Liyuan Wang, Ning Yao, Dehua Geng, Bai Chen:
Topology control game algorithm based on Markov lifetime prediction model for wireless sensor network. Ad Hoc Networks 78: 13-23 (2018) - [j7]Xiao-Chen Hao, Lixia Xie, Jinshuo Liu, Bai Chen, Ning Yao, Liyuan Wang:
Topology Control Algorithm and Channel Allocation Algorithm Based on Load Balancing in Wireless Sensor Network. Ad Hoc Sens. Wirel. Networks 40(3-4): 191-216 (2018) - [j6]Liyuan Wang, Liping Yang, Enzhe Song, Chong Yao, Xiuzhen Ma:
Effect of Port Gas Injection on the Combustion Instabilities in a Spark-Ignition Lean-Burn Natural Gas Engine. Int. J. Bifurc. Chaos 28(10): 1850124:1-1850124:17 (2018) - [c8]Jianrong Wang, Liyuan Wang, Ju Zhang, Jianguo Wei, Mei Yu, Ruiguo Yu:
A Large-Scale Depth-Based Multimodal Audio-Visual Corpus in Mandarin. HPCC/SmartCity/DSS 2018: 881-885 - [c7]Liyuan Wang, Ge Guo, Wei Yue:
Vehicle Platoon Control with Communication Scheduling. Intelligent Vehicles Symposium 2018: 250-255 - 2017
- [j5]Liyuan Wang, Ge Guo, Yan Zhuang:
Transmission power allocation of NCSs with Markov channel assignment. J. Frankl. Inst. 354(9): 3885-3905 (2017) - [c6]Liyuan Wang, Jingfeng Huang, Ping Gao, Hongyan Wu:
Estimating winter wheat yield by assimilation of MODIS LAI into WOFOST model with Ensemble Kalman Filter. Agro-Geoinformatics 2017: 1-5 - 2016
- [j4]Liyuan Wang, Ge Guo, Yan Zhuang:
Stabilization of NCSs by random allocation of transmission power to sensors. Sci. China Inf. Sci. 59(6): 067201:1-067201:13 (2016) - [j3]Liyuan Wang, Ge Guo:
Control with a random access protocol and packet dropouts. Int. J. Syst. Sci. 47(11): 2700-2708 (2016) - [c5]Qiuyu Lu, Chengpeng Mao, Liyuan Wang, Haipeng Mi:
LIME: LIquid MEtal Interfaces for Non-Rigid Interaction. UIST 2016: 449-452 - 2015
- [j2]Wei Yue, Ge Guo, Liyuan Wang, Wei Wang:
Nonlinear platoon control of Arduino cars with range-limited sensors. Int. J. Control 88(5): 1037-1050 (2015) - [j1]Ge Guo, Liyuan Wang:
Control Over Medium-Constrained Vehicular Networks With Fading Channels and Random Access Protocol: A Networked Systems Approach. IEEE Trans. Veh. Technol. 64(8): 3347-3358 (2015) - 2014
- [c4]Mehdi Malboubi, Liyuan Wang, Chen-Nee Chuah, Puneet Sharma:
Intelligent SDN based traffic (de)Aggregation and Measurement Paradigm (iSTAMP). INFOCOM 2014: 934-942 - 2013
- [c3]Joseph Radford, Liyuan Wang, Jingjing Li, Bryan R. Coad, Clive D. McFarland, Robert E. Nordon:
A novel flash detection algorithm for single molecule counting with TIRF microscopy. ISBI 2013: 1066-1069 - 2011
- [c2]Liyuan Wang, Yushun Guo:
Large-signal MOSFET modeling by means of knowledge based fuzzy logic system. ASICON 2011: 953-956 - 2010
- [c1]Weiling Liu, Jingling Bao, Kehua Zou, Changjian Li, Yan Xu, Liyuan Wang:
Dynamic olfactometer used as a professional "nose". ROBIO 2010: 1327-1330