Weinan Zhang 0001 - researchr alias

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Viewing Publication 1 - 100 from 155

2024

2023

Offline Pre-trained Multi-agent Decision TransformerLinghui Meng 0001, Muning Wen, Chenyang Le, Xiyun Li, Dengpeng Xing, Weinan Zhang 0001, Ying Wen 0001, Haifeng Zhang 0002, Jun Wang, Yaodong Yang 0001, Bo Xu 0002. ijautcomp, 20(2):233-248, April 2023. [doi]

Adaptation Augmented Model-based Policy OptimizationJian Shen 0003, Hang Lai, Minghuan Liu, Han Zhao, Yong Yu 0001, Weinan Zhang 0001. jmlr, 24, 2023. [doi]

Large-Scale Interactive Recommendation With Tree-Structured Reinforcement LearningHaokun Chen, Chenxu Zhu, Ruiming Tang, Weinan Zhang 0001, Xiuqiang He 0001, Yong Yu 0001. tkde, 35(4):4018-4032, April 2023. [doi]

Set-to-Sequence Ranking-Based Concept-Aware Learning Path RecommendationXianyu Chen, Jian Shen, Wei Xia, Jiarui Jin, Yakun Song, Weinan Zhang 0001, Weiwen Liu, Menghui Zhu, Ruiming Tang, Kai Dong, Dingyin Xia, Yong Yu 0001. AAAI 2023: 5027-5035 [doi]

Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in FinanceYuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao 0007, Jiang Bian 0002, Dongsheng Li, Weinan Zhang 0001, Yong Yu 0001, Tie-Yan Liu. kdd 2023: 4003-4012 [doi]

Learning Decomposed Spatial Relations for Multi-Variate Time-Series ModelingYuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang 0001, Yong Yu 0001, Dongsheng Li 0002. AAAI 2023: 7530-7538 [doi]

An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesLingyue Fu, Jianghao Lin, Weiwen Liu, Ruiming Tang, Weinan Zhang 0001, Rui Zhang, Yong Yu 0001. wsdm 2023: 1057-1065 [doi]

Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement LearningHaoran He, Chenjia Bai, Kang Xu, Zhuoran Yang, Weinan Zhang 0001, Dong Wang, Bin Zhao, Xuelong Li 0001. nips 2023: [doi]

Lending Interaction Wings to Recommender Systems with Conversational AgentsJiarui Jin, Xianyu Chen, Fanghua Ye 0001, Mengyue Yang, Yue Feng, Weinan Zhang 0001, Yong Yu 0001, Jun Wang. nips 2023: [doi]

Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain TransformerHang Lai, Weinan Zhang 0001, Xialin He, Chen Yu, Zheng Tian 0002, Yong Yu 0001, Jun Wang 0012. icra 2023: 5141-5147 [doi]

Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path RecommendationQingyao Li, Wei Xia, Li'ang Yin, Jian Shen, Renting Rui, Weinan Zhang 0001, Xianyu Chen, Ruiming Tang, Yong Yu 0001. CIKM 2023: 1318-1327 [doi]

MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionJianghao Lin, Yanru Qu, Wei Guo, Xinyi Dai, Ruiming Tang, Yong Yu 0001, Weinan Zhang 0001. kdd 2023: 1384-1395 [doi]

Visual Imitation Learning with Patch RewardsMinghuan Liu, Tairan He, Weinan Zhang 0001, Shuicheng Yan, Zhongwen Xu. iclr 2023: [doi]

Personalized Diversification for Neural Re-ranking in RecommendationWeiwen Liu, Yunjia Xi, Jiarui Qin, Xinyi Dai, Ruiming Tang, Shuai Li, Weinan Zhang 0001, Rui Zhang 0003. icde 2023: 802-815 [doi]

I run as fast as a rabbit, can you? A Multilingual Simile Dialogues DatasetsLongxuan Ma, Weinan Zhang 0001, Shuhan Zhou, Churui Sun, Changxin Ke, Ting Liu 0001. acl 2023: 7223-7237 [doi]

Text Classification In The Wild: A Large-Scale Long-Tailed Name Normalization DatasetJiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang 0001, Xinbing Wang, Zhouhan Lin. icassp 2023: 1-5 [doi]

Learning to Distinguish Multi-User Coupling Behaviors for TV RecommendationJiarui Qin, Jiachen Zhu, Yankai Liu, Junchao Gao, Jianjie Ying, Chaoxiong Liu, Ding Wang, Junlan Feng, Chao Deng, Xiaozheng Wang, Jian Jiang, Cong Liu, Yong Yu, Haitao Zeng, Weinan Zhang 0001. wsdm 2023: 204-212 [doi]

Learning to Retrieve User Behaviors for Click-through Rate EstimationJiarui Qin, Weinan Zhang 0001, Rong Su 0003, Zhirong Liu, Weiwen Liu, Guangpeng Zhao, Hao Li, Ruiming Tang, Xiuqiang He 0001, Yong Yu 0001. tois, 41(4), October 2023. [doi]

International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with RecSys 2023Ruiming Tang, Xiaoqiang Zhu, Junfeng Ge, Kuang-Chih Lee, Biye Jiang, Xingxing Wang, Han Zhu, Tao Zhuang, Weiwen Liu, Kan Ren, Weinan Zhang 0001, Xiangyu Zhao. recsys 2023: 1276-1280 [doi]

Order Matters: Agent-by-agent Policy OptimizationXihuai Wang, Zheng Tian 0002, Ziyu Wan, Ying Wen 0001, Jun Wang 0012, Weinan Zhang 0001. iclr 2023: [doi]

GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive TestingHangyu Wang, Ting Long, Liang Yin, Weinan Zhang 0001, Wei Xia 0001, Qichen Hong, Dingyin Xia, Ruiming Tang, Yong Yu 0001. kdd 2023: 2279-2289 [doi]

GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning ModelsHanjing Wang, Man-Kit Sit, Congjie He, Ying Wen 0001, Weinan Zhang 0001, Jun Wang, Yaodong Yang 0001, Luo Mai. icml 2023: 36380-36390 [doi]

Large sequence models for sequential decision-making: a surveyMuning Wen, Runji Lin, Hanjing Wang, Yaodong Yang 0001, Ying Wen 0001, Luo Mai, Jun Wang 0012, Hai-Feng Zhang 0002, Weinan Zhang 0001. fcsc, 17(6):176349, December 2023. [doi]

A Bird's-eye View of Reranking: From List Level to Page LevelYunjia Xi, Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang 0001, Rui Zhang, Ruiming Tang, Yong Yu 0001. wsdm 2023: 1075-1083 [doi]

Specify Robust Causal Representation from Mixed ObservationsMengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang 0001, Jun Wang 0012. kdd 2023: 2978-2987 [doi]

Multi-embodiment Legged Robot Control as a Sequence Modeling ProblemChen Yu, Weinan Zhang 0001, Hang Lai, Zheng Tian 0002, Laurent Kneip, Jun Wang 0012. icra 2023: 7250-7257 [doi]

Time-Series Representation Learning in Topology Prediction for Passive Optical Network of Telecom OperatorsHaoran Zhao, Yuchen Fang, Yuxiang Zhao, Zheng Tian, Weinan Zhang 0001, Xidong Feng, Li Yu, Wei Li, Hulei Fan, Tiema Mu. sensors, 23(6):3345, March 2023. [doi]

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement LearningMing Zhou, Ziyu Wan, Hanjing Wang, Muning Wen, Runzhe Wu, Ying Wen 0001, Yaodong Yang 0001, Yong Yu 0001, Jun Wang 0012, Weinan Zhang 0001. jmlr, 24, 2023. [doi]

ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation LoopJieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang 0001. kdd 2023: 5728-5738 [doi]

AutoGen: An Automated Dynamic Model Generation Framework for Recommender SystemChenxu Zhu, Bo Chen, Huifeng Guo, Hang Xu, Xiangyang Li, Xiangyu Zhao, Weinan Zhang 0001, Yong Yu 0001, Ruiming Tang. wsdm 2023: 598-606 [doi]

AIM: Automatic Interaction Machine for Click-Through Rate PredictionChenxu Zhu, Bo Chen 0023, Weinan Zhang 0001, Jincai Lai, Ruiming Tang, Xiuqiang He 0001, Zhenguo Li, Yong Yu. tkde, 35(4):3389-3403, April 2023. [doi]

Integrated Ranking for News Feed with Reinforcement LearningMenghui Zhu, Wei Xia 0001, Weiwen Liu, Yifan Liu, Ruiming Tang, Weinan Zhang 0001. WWW 2023: 480-484 [doi]

2022

Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement LearningHua Wei 0001, Jingxiao Chen, Xiyang Ji, Hongyang Qin, Minwen Deng, Siqin Li, Liang Wang 0015, Weinan Zhang 0001, Yong Yu 0001, Liu Lin, Lanxiao Huang, Deheng Ye, Qiang Fu, Wei Yang 0032. nips 2022: [doi]

Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge TransferBin Lu 0005, Xiaoying Gan, Weinan Zhang 0001, Huaxiu Yao, Luoyi Fu, Xinbing Wang. kdd 2022: 1162-1172 [doi]

Geometer: Graph Few-Shot Class-Incremental Learning via Prototype RepresentationBin Lu 0005, Xiaoying Gan, Lina Yang, Weinan Zhang 0001, Luoyi Fu, Xinbing Wang. kdd 2022: 1152-1161 [doi]

Heterogeneous Graph Representation for Knowledge TracingJisen Chen, Jian Shen, Ting Long, Liping Shen, Weinan Zhang 0001, Yong Yu 0001. iconip 2023: 224-235 [doi]

Efficient policy evaluation by matrix sketchingCheng Chen, Weinan Zhang 0001, Yong Yu. fcsc, 16(5), October 2022. [doi]

Towards Return Parity in Markov Decision ProcessesJianfeng Chi, Jian Shen, Xinyi Dai, Weinan Zhang 0001, Yuan Tian 0001, Han Zhao 0002. aistats 2022: 1161-1178 [doi]

4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022Roberto Corizzo, Junfeng Ge, Colin Bellinger, Xiaoqiang Zhu, Paula Branco, Kuang-Chih Lee, Nathalie Japkowicz, Ruiming Tang, Tao Zhuang, Han Zhu, Biye Jiang, Jiaxin Mao, Weinan Zhang 0001. kdd 2022: 4860-4861 [doi]

Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to RankXinyi Dai, Yunjia Xi, Weinan Zhang 0001, Qing Liu, Ruiming Tang, Xiuqiang He, Jiawei Hou, Jun Wang 0012, Yong Yu 0001. tois, 40(2), 2022. [doi]

Learning Enhanced Representation for Tabular Data via Neighborhood PropagationKounianhua Du, Weinan Zhang 0001, Ruiwen Zhou, Yangkun Wang, Xilong Zhao, Jiarui Jin, Quan Gan, Zheng Zhang 0001, David P. Wipf. nips 2022: [doi]

Reinforcement Learning with Automated Auxiliary Loss SearchTairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang 0001, Yuqing Yang 0001, Dongsheng Li 0002. nips 2022: [doi]

Learning to select cuts for efficient mixed-integer programmingZeren Huang, Kerong Wang, Furui Liu, Hui-Ling Zhen, Weinan Zhang 0001, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. PR, 123:108353, 2022. [doi]

Neural Statistics for Click-Through Rate PredictionYanhua Huang, Hangyu Wang, Yiyun Miao, Ruiwen Xu, Lei Zhang, Weinan Zhang 0001. sigir 2022: 1849-1853 [doi]

Multi-Scale User Behavior Network for Entire Space Multi-Task LearningJiarui Jin, Xianyu Chen, Weinan Zhang 0001, Yuanbo Chen, Zaifan Jiang, Zekun Zhu, Zhewen Su, Yong Yu 0001. CIKM 2022: 874-883 [doi]

Who to Watch Next: Two-side Interactive Networks for Live Broadcast RecommendationJiarui Jin, Xianyu Chen, Yuanbo Chen, Weinan Zhang 0001, Renting Rui, Zaifan Jiang, Zhewen Su, Yong Yu 0001. WWW 2022: 3206-3216 [doi]

GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information NetworkJiarui Jin, Kounianhua Du, Weinan Zhang 0001, Jiarui Qin, Yuchen Fang, Yong Yu 0001, Zheng Zhang 0001, Alexander J. Smola. tois, 40(3), 2022. [doi]

Inductive Relation Prediction Using Analogy Subgraph EmbeddingsJiarui Jin, Yangkun Wang, Kounianhua Du, Weinan Zhang 0001, Zheng Zhang, David Wipf, Yong Yu 0001, Quan Gan. iclr 2022: [doi]

Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior DataJiarui Jin, Xianyu Chen, Weinan Zhang 0001, Junjie Huang, Ziming Feng, Yong Yu 0001. WWW 2022: 2451-2461 [doi]

Goal-Conditioned Reinforcement Learning: Problems and SolutionsMinghuan Liu, Menghui Zhu, Weinan Zhang 0001. IJCAI 2022: 5502-5511 [doi]

Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy OptimizationMinghuan Liu, Zhengbang Zhu, Yuzheng Zhuang, Weinan Zhang 0001, Jianye Hao, Yong Yu 0001, Jun Wang. icml 2022: 14173-14196 [doi]

Neural Re-ranking in Multi-stage Recommender Systems: A ReviewWeiwen Liu, Yunjia Xi, Jiarui Qin, Fei Sun, Bo Chen 0023, Weinan Zhang 0001, Rui Zhang, Ruiming Tang. IJCAI 2022: 5512-5520 [doi]

Automatical Graph-based Knowledge TracingTing Long, Yunfei Liu, Weinan Zhang 0001, Wei Xia 0001, Zhicheng He 0001, Ruiming Tang, Yong Yu 0001. edm 2022: [doi]

Improving Knowledge Tracing with Collaborative InformationTing Long, Jiarui Qin, Jian Shen, Weinan Zhang 0001, Wei Xia, Ruiming Tang, Xiuqiang He, Yong Yu 0001. wsdm 2022: 599-607 [doi]

Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm DetectionTing Long, Yutong Xie, Xianyu Chen, Weinan Zhang 0001, Qinxiang Cao, Yong Yu 0001. AAAI 2022: 5792-5799 [doi]

A gradient boosting tree model for multi-department venous thromboembolism risk assessment with imbalanced dataHandong Ma, Zhecheng Dong, Mingcheng Chen, Wenbo Sheng, Yao Li, Weinan Zhang 0001, Shaodian Zhang, Yong Yu 0001. jbi, 134:104210, 2022. [doi]

Retrieval-Based Gradient Boosting Decision Trees for Disease Risk AssessmentHandong Ma, Jiahang Cao, Yuchen Fang, Weinan Zhang 0001, Wenbo Sheng, Shaodian Zhang, Yong Yu 0001. kdd 2022: 3468-3476 [doi]

Promoting Quality and Diversity in Population-based Reinforcement Learning via Hierarchical Trajectory Space ExplorationJiayu Miao, Tianze Zhou, Kun Shao, Ming Zhou, Weinan Zhang 0001, Jianye Hao, Yong Yu, Jun Wang. icra 2022: 7544-7550 [doi]

Spatio-Temporal Meta Learning for Urban Traffic PredictionZheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang 0001, Yong Yu 0001, Junbo Zhang, Yu Zheng 0004. tkde, 34(3):1462-1476, 2022. [doi]

NeoRL: A Near Real-World Benchmark for Offline Reinforcement LearningRongjun Qin, Xingyuan Zhang, Songyi Gao, Xiong-Hui Chen, Zewen Li, Weinan Zhang 0001, Yang Yu 0001. nips 2022: [doi]

RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems as FlowsJiarui Qin, Jiachen Zhu, Bo Chen 0023, Zhirong Liu, Weiwen Liu, Ruiming Tang, Rui Zhang, Yong Yu 0001, Weinan Zhang 0001. sigir 2022: 814-824 [doi]

Nested Named Entity Recognition with Span-level GraphsJuncheng Wan, Dongyu Ru, Weinan Zhang 0001, Yong Yu 0001. acl 2022: 892-903 [doi]

PAEG: Phrase-level Adversarial Example Generation for Neural Machine TranslationJuncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang 0001, Weinan Zhang 0001, Yong Yu 0001, Zhoujun Li 0001. COLING 2022: 5085-5097 [doi]

Bootstrapped Transformer for Offline Reinforcement LearningKerong Wang, Hanye Zhao, Xufang Luo, Kan Ren, Weinan Zhang 0001, Dongsheng Li 0002. nips 2022: [doi]

Why Propagate Alone? Parallel Use of Labels and Features on GraphsYangkun Wang, Jiarui Jin, Weinan Zhang 0001, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu 0001, Zheng Zhang, Zengfeng Huang, David Wipf. iclr 2022: [doi]

Hierarchical Multiagent Reinforcement Learning for Allocating Guaranteed Display AdsLu Wang, Lei Han, Xinru Chen, Chengchang Li, JunZhou Huang, Weinan Zhang 0001, Wei Zhang, Xiaofeng He, Dijun Luo. tnn, 33(10):5361-5373, 2022. [doi]

Multi-Agent Reinforcement Learning is a Sequence Modeling ProblemMuning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang 0001, Ying Wen 0001, Jun Wang 0012, Yaodong Yang 0001. nips 2022: [doi]

Aggregating Intra-class and Inter-class Information for Multi-label Text ClassificationXianze Wu, Dongyu Ru, Weinan Zhang 0001, Yong Yu 0001, Ziming Feng. iconip 2023: 239-250 [doi]

Multi-Level Interaction Reranking with User Behavior HistoryYunjia Xi, Weiwen Liu, Jieming Zhu, Xilong Zhao, Xinyi Dai, Ruiming Tang, Weinan Zhang 0001, Rui Zhang, Yong Yu. sigir 2022: 1336-1346 [doi]

PerfectDou: Dominating DouDizhu with Perfect Information DistillationGuan Yang, Minghuan Liu, Weijun Hong, Weinan Zhang 0001, Fei Fang, Guangjun Zeng, Yue Lin. nips 2022: [doi]

Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy EnsembleZhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian 0002, Weinan Zhang 0001, Dongsheng Li 0002. IJCAI 2022: 3659-3665 [doi]

User-tag Profile Modeling in Recommendation System via Contrast Weighted Tag MaskingChenxu Zhu, Peng Du, Xianghui Zhu, Weinan Zhang 0001, Yong Yu 0001, Yang Cao. kdd 2022: 4630-4638 [doi]

Combo-Fashion: Fashion Clothes Matching CTR Prediction with Item HistoryChenxu Zhu, Peng Du, Weinan Zhang 0001, Yong Yu 0001, Yang Cao. kdd 2022: 4621-4629 [doi]

2021

DRL4IR: 2nd Workshop on Deep Reinforcement Learning for Information RetrievalWeinan Zhang 0001, Xiangyu Zhao, Li Zhao, Dawei Yin, Grace Hui Yang. sigir 2021: 2681-2684 [doi]

Data-Driven Multimodal Patrol Planning for Anti-poachingWeizhe Chen 0001, Weinan Zhang 0001, Duo Liu, Weiping Li, Xiaojun Shi, Fei Fang. AAAI 2021: 15270-15277 [doi]

Learning to Build High-Fidelity and Robust Environment ModelsWeinan Zhang 0001, Zhengyu Yang, Jian Shen, Minghuan Liu, Yimin Huang, Xing Zhang, Ruiming Tang, Zhenguo Li. pkdd 2021: 104-121 [doi]

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise RolloutsWeinan Zhang 0001, Xihuai Wang, Jian Shen, Ming Zhou. IJCAI 2021: 3384-3391 [doi]

Model-Based Offline Policy Optimization with Distribution Correcting RegularizationJian Shen 0003, Mingcheng Chen, Zhicheng Zhang, Zhengyu Yang, Weinan Zhang 0001, Yong Yu 0001. pkdd 2021: 174-189 [doi]

Signal Instructed Coordination in Cooperative Multi-agent Reinforcement LearningLiheng Chen, Hongyi Guo, Yali Du, Fei Fang, Haifeng Zhang 0002, Weinan Zhang 0001, Yong Yu 0001. dai2 2022: 185-205 [doi]

Which Heroes to Pick? Learning to Draft in MOBA Games With Neural Networks and Tree SearchSheng Chen, Menghui Zhu, Deheng Ye, Weinan Zhang 0001, Qiang Fu, Wei Yang 0032. tciaig, 13(4):410-421, 2021. [doi]

An Adversarial Imitation Click Model for Information RetrievalXinyi Dai, Jianghao Lin, Weinan Zhang 0001, Shuai Li 0010, Weiwen Liu, Ruiming Tang, Xiuqiang He, Jianye Hao, Jun Wang, Yong Yu. WWW 2021: 1809-1820 [doi]

GAKG: A Multimodal Geoscience Academic Knowledge GraphCheng Deng, Yuting Jia, Hui Xu, Chong Zhang, Jingyao Tang, Luoyi Fu, Weinan Zhang 0001, Haisong Zhang, Xinbing Wang, Chenghu Zhou. CIKM 2021: 4445-4454 [doi]

Universal Trading for Order Execution with Oracle Policy DistillationYuchen Fang, Kan Ren, Weiqing Liu, Dong Zhou, Weinan Zhang 0001, Jiang Bian 0002, Yong Yu, Tie-Yan Liu. AAAI 2021: 107-115 [doi]

Fork or Fail: Cycle-Consistent Training with Many-to-One MappingsQipeng Guo, Zhijing Jin, Ziyu Wang 0006, Xipeng Qiu, Weinan Zhang 0001, Jun Zhu, Zheng Zhang, David Wipf. aistats 2021: 1828-1836 [doi]

On Effective Scheduling of Model-based Reinforcement LearningHang Lai, Jian Shen 0003, Weinan Zhang 0001, Yimin Huang, Xing Zhang, Ruiming Tang, Yong Yu 0001, Zhenguo Li. nips 2021: 3694-3705 [doi]

A Graph-Enhanced Click Model for Web SearchJianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang 0001, Shuai Li 0010, Ruiming Tang, Xiuqiang He, Jianye Hao, Yong Yu. sigir 2021: 1259-1268 [doi]

ModularNAS: Towards Modularized and Reusable Neural Architecture SearchYunfeng Lin, Guilin Li, Xing Zhang, Weinan Zhang 0001, Bo Chen, Ruiming Tang, Zhenguo Li, Jiashi Feng, Yong Yu 0001. mlsys 2021: [doi]

Energy-Based Imitation LearningMinghuan Liu, Tairan He, Minkai Xu, Weinan Zhang 0001. atal 2021: 809-817 [doi]

Curriculum Offline Imitating LearningMinghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen 0003, Weinan Zhang 0001, Li Zhao, Tie-Yan Liu. nips 2021: 6266-6277 [doi]

Tracing Knowledge State with Individual Cognition and Acquisition EstimationTing Long, Yunfei Liu, Jian Shen, Weinan Zhang 0001, Yong Yu 0001. sigir 2021: 173-182 [doi]

QA4PRF: A Question Answering Based Framework for Pseudo Relevance FeedbackHandong Ma, Jiawei Hou, Chenxu Zhu, Weinan Zhang 0001, Ruiming Tang, Jincai Lai, Jieming Zhu, Xiuqiang He, Yong Yu 0001. access, 9:139303-139314, 2021. [doi]

Glancing Transformer for Non-Autoregressive Neural Machine TranslationLihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang 0001, Yong Yu, Lei Li. acl 2021: 1993-2003 [doi]

Retrieval & Interaction Machine for Tabular Data PredictionJiarui Qin, Weinan Zhang 0001, Rong Su, Zhirong Liu, Weiwen Liu, Ruiming Tang, Xiuqiang He, Yong Yu. kdd 2021: 1379-1389 [doi]

Learning Logic Rules for Document-Level Relation ExtractionDongyu Ru, Changzhi Sun, JiangTao Feng, Lin Qiu, Hao Zhou 0012, Weinan Zhang 0001, Yong Yu 0001, Lei Li 0005. emnlp 2021: 1239-1250 [doi]

LiteratureQA: A Qestion Answering Corpus with Graph Knowledge on Academic LiteratureHaiwen Wang, Le Zhou, Weinan Zhang 0001, Xinbing Wang. CIKM 2021: 4623-4632 [doi]

MARS: Markov Molecular Sampling for Multi-objective Drug DiscoveryYutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang 0001, Yong Yu 0001, Lei Li 0005. iclr 2021: [doi]

MapGo: Model-Assisted Policy Optimization for Goal-Oriented TasksMenghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang 0001, Deheng Ye, Yong Yu 0001, Qiang Fu, Wei Yang. IJCAI 2021: 3484-3491 [doi]

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