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2020 – today
- 2020
[j6]Yuhan Du
, Yicheng Jiang, Yong Wang, Wei Zhou, Zitao Liu:
ISAR Imaging for Low-Earth-Orbit Target Based on Coherent Integrated Smoothed Generalized Cubic Phase Function. IEEE Trans. Geosci. Remote. Sens. 58(2): 1205-1220 (2020)- [c38]Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang, Zitao Liu, Jiliang Tang:
Graduate Employment Prediction with Bias. AAAI 2020: 670-677 - [c37]Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Learning Multi-Level Dependencies for Robust Word Recognition. AAAI 2020: 9250-9257 - [c36]Hang Li, Zhiwei Wang, Jiliang Tang, Wenbiao Ding, Zitao Liu:
Siamese Neural Networks for Class Activity Detection. AIED (2) 2020: 162-167 - [c35]Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu:
Neural Multi-task Learning for Teacher Question Detection in Online Classrooms. AIED (1) 2020: 269-281 - [c34]Shiting Xu, Wenbiao Ding, Zitao Liu:
Automatic Dialogic Instruction Detection for K-12 Online One-on-One Classes. AIED (2) 2020: 340-345 - [c33]Mingshuang Luo, Shuang Yang, Xilin Chen, Zitao Liu, Shiguang Shan:
Synchronous Bidirectional Learning for Multilingual Lip Reading. BMVC 2020 - [c32]Haochen Liu, Zitao Liu, Zhongqin Wu, Jiliang Tang:
Personalized Multimodal Feedback Generation in Education. COLING 2020: 1826-1840 - [c31]Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang:
Does Gender Matter? Towards Fairness in Dialogue Systems. COLING 2020: 4403-4416 - [c30]Zhiwei Wang, Hui Liu, Gale Yan Huang, Zitao Liu:
Sequence Learning with Side Dependencies. DSAA 2020: 128-137 - [c29]Hang Li, Wenbiao Ding, Songfan Yang, Zitao Liu:
Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach. EDM 2020 - [c28]Haochen Liu, Wentao Wang, Yiqi Wang, Hui Liu, Zitao Liu, Jiliang Tang:
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning. EMNLP (1) 2020: 893-903 - [c27]Yunfu Song, Zhijian Ou, Zitao Liu, Songfan Yang:
Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and Labeling. ICASSP 2020: 8214-8218 - [c26]Hang Li, Yu Kang, Wenbiao Ding, Song Yang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Multimodal Learning for Classroom Activity Detection. ICASSP 2020: 9234-9238 - [c25]Wentao Wang, Tyler Derr, Yao Ma, Suhang Wang, Hui Liu, Zitao Liu, Jiliang Tang:
Learning from Incomplete Labeled Data via Adversarial Data Generation. ICDM 2020: 1316-1321 - [c24]Zheng Zhang, Lizi Liao, Xiao-Dan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP 2020: 122-132 - [c23]Zitao Liu, Songfan Yang, Jiliang Tang, Neil Heffernan, Rose Luckin:
Recent Advances in Multimodal Educational Data Mining in K-12 Education. KDD 2020: 3549-3550 - [c22]Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng:
CLEARER: Multi-Scale Neural Architecture Search for Image Restoration. NeurIPS 2020 - [c21]Wentao Wang, Suhang Wang, Wenqi Fan, Zitao Liu, Jiliang Tang:
Global-and-Local Aware Data Generation for the Class Imbalance Problem. SDM 2020: 307-315 - [c20]Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Yubi Qi, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Songfan Yang, Gale Yan Huang:
Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education. WWW 2020: 2641-2647 - [i33]Yang Hao, Wenbiao Ding, Zitao Liu:
NeuCrowd: Neural Sampling Network for Representation Learning with Crowdsourced Labels. CoRR abs/2003.09660 (2020) - [i32]Hang Li, Wenbiao Ding, Songfan Yang, Zitao Liu:
Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach. CoRR abs/2003.09670 (2020) - [i31]Yang-Tian Sun, Qian-Cheng Fu, Yue-Ren Jiang, Zitao Liu, Yu-Kun Lai, Hongbo Fu, Lin Gao:
Human Motion Transfer with 3D Constraints and Detail Enhancement. CoRR abs/2003.13510 (2020) - [i30]Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang:
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR abs/2004.09731 (2020) - [i29]Mingshuang Luo, Shuang Yang, Xilin Chen, Zitao Liu, Shiguang Shan:
Synchronous Bidirectional Learning for Multilingual Lip Reading. CoRR abs/2005.03846 (2020) - [i28]Hang Li, Zhiwei Wang, Jiliang Tang, Wenbiao Ding, Zitao Liu:
Siamese Neural Networks for Class Activity Detection. CoRR abs/2005.07549 (2020) - [i27]Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu:
Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms. CoRR abs/2005.07845 (2020) - [i26]Shiting Xu, Wenbiao Ding, Zitao Liu:
Automatic Dialogic Instruction Detection for K-12 Online One-on-one Classes. CoRR abs/2006.01204 (2020) - [i25]Wei Jin, Tyler Derr, Haochen Liu, Yiqi Wang, Suhang Wang, Zitao Liu, Jiliang Tang:
Self-supervised Learning on Graphs: Deep Insights and New Direction. CoRR abs/2006.10141 (2020) - [i24]Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu:
Representation Learning from Limited Educational Data with Crowdsourced Labels. CoRR abs/2009.11222 (2020) - [i23]Haochen Liu, Wentao Wang, Yiqi Wang, Hui Liu, Zitao Liu, Jiliang Tang:
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning. CoRR abs/2009.13028 (2020) - [i22]Tianqiao Liu, Qian Fang, Wenbiao Ding, Zhongqin Wu, Zitao Liu:
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations. CoRR abs/2010.06196 (2020) - [i21]Hang Li, Wenbiao Ding, Zhongqin Wu, Zitao Liu:
Learning Fine-Grained Multimodal Alignment for Speech Emotion Recognition. CoRR abs/2010.12733 (2020) - [i20]Haochen Liu, Zitao Liu, Zhongqin Wu, Jiliang Tang:
Personalized Multimodal Feedback Generation in Education. CoRR abs/2011.00192 (2020) - [i19]Wei Jin, Tyler Derr, Yiqi Wang, Yao Ma, Zitao Liu, Jiliang Tang:
Node Similarity Preserving Graph Convolutional Networks. CoRR abs/2011.09643 (2020) - [i18]Zhihong Shao, Zitao Liu, Jiyong Zhang, Zhongqin Wu, Minlie Huang:
AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text. CoRR abs/2012.10235 (2020)
2010 – 2019
- 2019
- [c19]Tianqiao Liu, Wenbiao Ding, Zhiwei Wang, Jiliang Tang, Gale Yan Huang, Zitao Liu:
Automatic Short Answer Grading via Multiway Attention Networks. AIED (2) 2019: 169-173 - [c18]Zhiwei Wang, Xiaoqin Feng, Jiliang Tang, Gale Yan Huang, Zitao Liu:
Deep Knowledge Tracing with Side Information. AIED (2) 2019: 303-308 - [c17]Jiahao Chen, Hang Li, Wenxin Wang, Wenbiao Ding, Gale Yan Huang, Zitao Liu:
A Multimodal Alerting System for Online Class Quality Assurance. AIED (2) 2019: 381-385 - [c16]Guowei Xu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study. ICDE 2019: 1922-1927 - [c15]Tianqiao Liu, Zhiwei Wang, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Recommender Systems with Heterogeneous Side Information. WWW 2019: 3027-3033 - [i17]Zhiwei Wang, Yao Ma, Zitao Liu, Jiliang Tang:
R-Transformer: Recurrent Neural Network Enhanced Transformer. CoRR abs/1907.05572 (2019) - [i16]Tianqiao Liu, Zhiwei Wang, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Recommender Systems with Heterogeneous Side Information. CoRR abs/1907.08679 (2019) - [i15]Guowei Xu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study. CoRR abs/1908.00086 (2019) - [i14]Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Gale Yan Huang:
Dolphin: A Verbal Fluency Evaluation System for Elementary Education. CoRR abs/1908.00358 (2019) - [i13]Zitao Liu, Zhexuan Xu, Yan Yan:
Hierarchical Bayesian Personalized Recommendation: A Case Study and Beyond. CoRR abs/1908.07371 (2019) - [i12]Zhiwei Wang, Xiaoqin Feng, Jiliang Tang, Gale Yan Huang, Zitao Liu:
Deep Knowledge Tracing with Side Information. CoRR abs/1909.00372 (2019) - [i11]Haochen Liu, Tyler Derr, Zitao Liu, Jiliang Tang:
Say What I Want: Towards the Dark Side of Neural Dialogue Models. CoRR abs/1909.06044 (2019) - [i10]Tianqiao Liu, Wenbiao Ding, Zhiwei Wang, Jiliang Tang, Gale Yan Huang, Zitao Liu:
Automatic Short Answer Grading via Multiway Attention Networks. CoRR abs/1909.10166 (2019) - [i9]Jiahao Chen, Hang Li, Wenxin Wang, Wenbiao Ding, Gale Yan Huang, Zitao Liu:
A Multimodal Alerting System for Online Class Quality Assurance. CoRR abs/1909.11765 (2019) - [i8]Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang:
Does Gender Matter? Towards Fairness in Dialogue Systems. CoRR abs/1910.10486 (2019) - [i7]Hang Li, Yu Kang, Wenbiao Ding, Song Yang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Multimodal Learning For Classroom Activity Detection. CoRR abs/1910.13799 (2019) - [i6]Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu:
Learning Multi-level Dependencies for Robust Word Recognition. CoRR abs/1911.09789 (2019) - [i5]Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang, Zitao Liu, Jiliang Tang:
Graduate Employment Prediction with Bias. CoRR abs/1912.12012 (2019) - 2018
- [j5]Junjun Fan, Xiangmin Fan, Feng Tian, Yang Li, Zitao Liu, Wei Sun, Hongan Wang:
What is That in Your Hand?: Recognizing Grasped Objects via Forearm Electromyography Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(4): 161:1-161:24 (2018) - [j4]Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman:
A novel ILP framework for summarizing content with high lexical variety. Nat. Lang. Eng. 24(6): 887-920 (2018) - [j3]Zitao Liu, Tuoyu Yang, Ying Dong, Xiaohao Wang:
A Room Temperature VOCs Gas Sensor Based on a Layer by Layer Multi-Walled Carbon Nanotubes/Poly-ethylene Glycol Composite. Sensors 18(9): 3113 (2018) - [c14]Yan Yan, Zitao Liu, Meng Zhao, Wentao Guo, Weipeng P. Yan, Yongjun Bao:
A Practical Deep Online Ranking System in E-commerce Recommendation. ECML/PKDD (3) 2018: 186-201 - [c13]Zitao Liu, Yan Yan, Milos Hauskrecht:
A Flexible Forecasting Framework for Hierarchical Time Series with Seasonal Patterns: A Case Study of Web Traffic. SIGIR 2018: 889-892 - [i4]Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman:
Automatic Summarization of Student Course Feedback. CoRR abs/1805.10395 (2018) - [i3]Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman:
A Novel ILP Framework for Summarizing Content with High Lexical Variety. CoRR abs/1807.09671 (2018) - 2017
- [c12]Zitao Liu, Milos Hauskrecht:
A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection. CIKM 2017: 1169-1177 - 2016
- [j2]Zitao Liu, Yicheng Jiang:
A Novel Doppler Frequency Model and Imaging Procedure Analysis for Bistatic ISAR Configuration With Shorebase Transmitter and Shipborne Receiver. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2989-3000 (2016) - [c11]Zitao Liu, Milos Hauskrecht:
Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data. AAAI 2016: 1273-1279 - [c10]Wencan Luo, Fei Liu, Zitao Liu, Diane J. Litman:
Automatic Summarization of Student Course Feedback. HLT-NAACL 2016: 80-85 - [c9]Zitao Liu, Milos Hauskrecht:
Learning Linear Dynamical Systems from Multivariate Time Series: A Matrix Factorization Based Framework. SDM 2016: 810-818 - 2015
- [j1]Zitao Liu, Milos Hauskrecht:
Clinical time series prediction: Toward a hierarchical dynamical system framework. Artif. Intell. Medicine 65(1): 5-18 (2015) - [c8]Zitao Liu, Milos Hauskrecht:
A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis. AAAI 2015: 1798-1804 - [c7]Zitao Liu, Yan Yan, Jian Yang, Milos Hauskrecht:
Missing Value Estimation for Hierarchical Time Series: A Study of Hierarchical Web Traffic. ICDM 2015: 895-900 - 2014
- [c6]Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht:
An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. SDM 2014: 992-1000 - 2013
- [c5]Zitao Liu, Milos Hauskrecht:
Clinical Time Series Prediction with a Hierarchical Dynamical System. AIME 2013: 227-237 - [c4]Milos Hauskrecht, Zitao Liu, Lei Wu:
Modeling Clinical Time Series Using Gaussian Process Sequences. SDM 2013: 623-631 - [i2]Zitao Liu:
A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification. CoRR abs/1311.0833 (2013) - [i1]Zitao Liu, Milos Hauskrecht:
Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series. CoRR abs/1311.7071 (2013) - 2012
- [c3]Zitao Liu, Sangyeun Cho:
Characterizing Machines and Workloads on a Google Cluster. ICPP Workshops 2012: 397-403 - 2010
- [c2]Zitao Liu, Wenchao Yu, Yalan Deng, Yongtao Wang, Zhiqi Bian:
A feature selection method for document clustering based on part-of-speech and word co-occurrence. FSKD 2010: 2331-2334
2000 – 2009
- 2009
- [c1]Yang Shen, Huijuan Fu, Zitao Liu, Pengpeng Liu, Qingchuan Fu:
Empirical analysis on chinese academic plagiarism. JCDL 2009: 443-444
Coauthor Index
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