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Viewing Publication 1 - 100 from 362

2023

Invertible Rescaling Network and Its ExtensionsMingqing Xiao 0002, Shuxin Zheng, Chang Liu, Zhouchen Lin, Tie-Yan Liu. ijcv, 131(1):134-159, 2023. [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]

Pre-training Antibody Language Models for Antigen-Specific Computational Antibody DesignKaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie 0003, Tao Qin, Haiguang Liu, Kun He 0001, Tie-Yan Liu. kdd 2023: 506-517 [doi]

De Novo Molecular Generation via Connection-aware Motif MiningZijie Geng, Shufang Xie 0003, Yingce Xia, Lijun Wu, Tao Qin, Jie Wang 0005, Yongdong Zhang 0001, Feng Wu 0001, Tie-Yan Liu. iclr 2023: [doi]

Deep Latent Regularity Network for Modeling Stochastic Partial Differential EquationsShiqi Gong, Peiyan Hu, Qi Meng, Yue Wang 0017, Rongchan Zhu, Bingguang Chen, Zhiming Ma, Hao Ni, Tie-Yan Liu. AAAI 2023: 7740-7747 [doi]

Incorporating NODE with pre-trained neural differential operator for learning dynamicsShiqi Gong, Qi Meng, Yue Wang 0017, Lijun Wu, Wei Chen 0034, Zhiming Ma, Tie-Yan Liu. ijon, 528:48-58, April 2023. [doi]

Learning Physics-Informed Neural Networks without Stacked Back-propagationDi He, Shanda Li, Wenlei Shi, Xiaotian Gao, Jia Zhang, Jiang Bian 0002, Liwei Wang, Tie-Yan Liu. aistats 2023: 3034-3047 [doi]

NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal DecompositionXinquan Huang, Wenlei Shi, Qi Meng, Yue Wang 0017, Xiaotian Gao, Jia Zhang, Tie-Yan Liu. icml 2023: 13993-14006 [doi]

SoftCorrect: Error Correction with Soft Detection for Automatic Speech RecognitionYichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu. AAAI 2023: 13034-13042 [doi]

DSN-DDI: an accurate and generalized framework for drug-drug interaction prediction by dual-view representation learningZimeng Li, Shichao Zhu, Bin Shao, Xiangxiang Zeng, Tong Wang, Tie-Yan Liu. bib, 24(1), January 2023. [doi]

R2-DDI: relation-aware feature refinement for drug-drug interaction predictionJiacheng Lin, Lijun Wu, Jinhua Zhu, Xiaobo Liang, Yingce Xia, Shufang Xie 0003, Tao Qin, Tie-Yan Liu. bib, 24(1), January 2023. [doi]

Retrosynthetic Planning with Dual Value NetworksGuoqing Liu, Di Xue, Shufang Xie 0003, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu. icml 2023: 22266-22276 [doi]

MolXPT: Wrapping Molecules with Text for Generative Pre-trainingZequn Liu, Wei Zhang, Yingce Xia, Lijun Wu, Shufang Xie 0003, Tao Qin, Ming Zhang, Tie-Yan Liu. acl 2023: 1606-1616 [doi]

One Transformer Can Understand Both 2D & 3D Molecular DataShengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, Liwei Wang 0001, Di He. iclr 2023: [doi]

A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondYisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang 0005, Tao Qin, Tie-Yan Liu. pami, 45(10):11407-11427, October 2023. [doi]

AMOM: Adaptive Masking over Masking for Conditional Masked Language ModelYisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Tie-Yan Liu, Min Zhang. AAAI 2023: 13789-13797 [doi]

Web-based Long-term Spine Treatment Outcome ForecastingHangting Ye, Zhining Liu 0002, Wei Cao, Amir M. Amiri, Jiang Bian 0002, Yi Chang 0001, Jon D. Lurie, Jim Weinstein, Tie-Yan Liu. kdd 2023: 3082-3092 [doi]

Extract and Attend: Improving Entity Translation in Neural Machine TranslationZixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Shufang Xie 0003, Xu Tan, Tao Qin, Tie-Yan Liu. acl 2023: 1697-1710 [doi]

Dual-view Molecular Pre-trainingJinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie 0003, Wengang Zhou, Tao Qin, Houqiang Li, Tie-Yan Liu. kdd 2023: 3615-3627 [doi]

Making Better Decision by Directly Planning in Continuous ControlJinhua Zhu, Yue Wang 0017, Lijun Wu, Tao Qin, Wengang Zhou, Tie-Yan Liu, Houqiang Li. iclr 2023: [doi]

Masked Contrastive Representation Learning for Reinforcement LearningJinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, Houqiang Li. pami, 45(3):3421-3433, March 2023. [doi]

2022

Target-Side Input Augmentation for Sequence to Sequence GenerationShufang Xie 0003, Ang Lv, Yingce Xia, Lijun Wu, Tao Qin, Tie-Yan Liu, Rui Yan 0001. iclr 2022: [doi]

Revisiting Over-Smoothness in Text to SpeechYi Ren 0006, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu. acl 2022: 8197-8213 [doi]

DEPTS: Deep Expansion Learning for Periodic Time Series ForecastingWei Fan 0010, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian 0002, Tie-Yan Liu. iclr 2022: [doi]

ProphetChat: Enhancing Dialogue Generation with Simulation of Future ConversationChang Liu 0030, Xu Tan 0003, Chongyang Tao, Zhenxin Fu, Dongyan Zhao 0001, Tie-Yan Liu, Rui Yan. acl 2022: 962-973 [doi]

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable ContextXiaoyu Chen, Xiangming Zhu, Yufeng Zheng, Pushi Zhang, Li Zhao 0007, Wenxue Cheng, Peng Cheng 0005, Yongqiang Xiong, Tao Qin, Jianyu Chen, Tie-Yan Liu. nips 2022: [doi]

SE(3) Equivariant Graph Neural Networks with Complete Local FramesWeitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Nanning Zheng 0001, Bin Shao, Tie-Yan Liu. icml 2022: 5583-5608 [doi]

Finding the Dominant Winning Ticket in Pre-Trained Language ModelsZhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao 0001, Ji-Rong Wen, Rui Yan 0001. acl 2022: 1459-1472 [doi]

Neurally-Guided Semantic Navigation in Knowledge GraphLiang He, Bin Shao, Yanghua Xiao, Yatao Li, Tie-Yan Liu, Enhong Chen, Huanhuan Xia. tbd, 8(3):607-615, 2022. [doi]

Discovering drug-target interaction knowledge from biomedical literatureYutai Hou, Yingce Xia, Lijun Wu, Shufang Xie 0003, Yang Fan, Jinhua Zhu, Tao Qin, Tie-Yan Liu. bioinformatics, 38(22):5100-5107, November 2022. [doi]

Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant RegretJiawei Huang, Li Zhao 0007, Tao Qin, Wei Chen 0034, Nan Jiang 0008, Tie-Yan Liu. nips 2022: [doi]

Towards Deployment-Efficient Reinforcement Learning: Lower Bound and OptimalityJiawei Huang, Jinglin Chen, Li Zhao, Tao Qin, Nan Jiang, Tie-Yan Liu. iclr 2022: [doi]

Supervised Off-Policy RankingYue Jin, Yue Zhang, Tao Qin, Xudong Zhang, Jian Yuan, Houqiang Li, Tie-Yan Liu. icml 2022: 10323-10339 [doi]

TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage MethodZeqian Ju, Peiling Lu, Xu Tan 0001, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiang-Yang Li, Tao Qin, Tie-Yan Liu. emnlp 2022: 5426-5437 [doi]

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive PriorSang Gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan 0003, Chang Liu, Qi Meng, Tao Qin, Wei Chen 0034, Sungroh Yoon, Tie-Yan Liu. iclr 2022: [doi]

BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio SynthesisYichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo Mandic, Lei He, Xiangyang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu. nips 2022: [doi]

Gradient Information Matters in Policy Optimization by Back-propagating through ModelChongchong Li, Yue Wang 0017, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu. iclr 2022: [doi]

Multi-Teacher Distillation With Single Model for Neural Machine TranslationXiaobo Liang, Lijun Wu, Juntao Li, Tao Qin, Min Zhang, Tie-Yan Liu. taslp, 30:992-1002, 2022. [doi]

Improved drug-target interaction prediction with intermolecular graph transformerSiyuan Liu, Yusong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin 0001, Nanning Zheng 0001, Tie-Yan Liu, Tong Wang. bib, 23(5), 2022. [doi]

Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and InvestigationGuoqing Liu, Mengzhang Cai, Li Zhao 0007, Tao Qin, Adrian Brown, Jimmy Bischoff, Tie-Yan Liu. cig 2022: 237-244 [doi]

MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural NetworksPeiling Lu, Xu Tan 0003, Botao Yu, Tao Qin, Sheng Zhao, Tie-Yan Liu. ismir 2022: 567-574 [doi]

KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsZhiping Luo, Wentao Xu, Weiqing Liu, Jiang Bian, Jian Yin 0001, Tie-Yan Liu. COLING 2022: 2598-2607 [doi]

BioGPT: generative pre-trained transformer for biomedical text generation and miningRenqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang 0012, Hoifung Poon, Tie-Yan Liu. bib, 23(6), November 2022. [doi]

Your Transformer May Not be as Powerful as You ExpectShengjie Luo, Shanda Li, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He. nips 2022: [doi]

Two Coupled Rejection Metrics Can Tell Adversarial Examples ApartTianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su 0006, Wei Chen 0034, Jun Zhu 0001, Tie-Yan Liu. cvpr 2022: 15202-15212 [doi]

Quantized Training of Gradient Boosting Decision TreesYu Shi, Guolin Ke, Zhuoming Chen, Shuxin Zheng, Tie-Yan Liu. nips 2022: [doi]

Does Momentum Change the Implicit Regularization on Separable Data?Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu. nips 2022: [doi]

SPRoBERTa: protein embedding learning with local fragment modelingLijun Wu, Chengcan Yin, Jinhua Zhu, Zhen Wu, Liang He, Yingce Xia, Shufang Xie 0003, Tao Qin, Tie-Yan Liu. bib, 23(6), 2022. [doi]

AdaSpeech 4: Adaptive Text to Speech in Zero-Shot ScenariosYihan Wu, Xu Tan 0003, Bohan Li 0003, Lei He, Sheng Zhao, Ruihua Song, Tao Qin, Tie-Yan Liu. interspeech 2022: 2568-2572 [doi]

Analyzing and Mitigating Interference in Neural Architecture SearchJin Xu, Xu Tan 0003, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Jian Li. icml 2022: 24646-24662 [doi]

Multimodal Sentiment Analysis With Two-Phase Multi-Task LearningBo Yang, Lijun Wu, Jinhua Zhu, Bo Shao, Xiaola Lin, Tie-Yan Liu. taslp, 30:2015-2024, 2022. [doi]

Museformer: Transformer with Fine- and Coarse-Grained Attention for Music GenerationBotao Yu, Peiling Lu, Rui Wang, Wei Hu, Xu Tan 0003, Wei Ye 0004, Shikun Zhang, Tao Qin, Tie-Yan Liu. nips 2022: [doi]

Availability Attacks Create ShortcutsDa Yu, Huishuai Zhang, Wei Chen, Jian Yin 0001, Tie-Yan Liu. kdd 2022: 2367-2376 [doi]

Stabilize deep ResNet with a sharp scaling factor τHuishuai Zhang, Da Yu, Mingyang Yi, Wei Chen 0034, Tie-Yan Liu. ml, 111(9):3359-3392, 2022. [doi]

A Study of Syntactic Multi-Modality in Non-Autoregressive Machine TranslationKexun Zhang, Rui Wang, Xu Tan 0003, Junliang Guo, Yi Ren 0006, Tao Qin, Tie-Yan Liu. naacl 2022: 1747-1757 [doi]

ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody RelationshipsChen Zhang, LuChin Chang, Songruoyao Wu, Xu Tan 0003, Tao Qin, Tie-Yan Liu, Kejun Zhang. mm 2022: 1047-1056 [doi]

Unified 2D and 3D Pre-Training of Molecular RepresentationsJinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie 0003, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu. kdd 2022: 2626-2636 [doi]

Direct Molecular Conformation GenerationJinhua Zhu, Yingce Xia, Chang Liu 0030, Lijun Wu, Shufang Xie 0003, Yusong Wang, Tong Wang 0014, Tao Qin, Wengang Zhou, Houqiang Li, Haiguang Liu, Tie-Yan Liu. tmlr, 2022, 2022. [doi]

2021

Taking Notes on the Fly Helps Language Pre-TrainingQiyu Wu 0001, Chen Xing, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu. iclr 2021: [doi]

Recovering Latent Causal Factor for Generalization to Distributional ShiftsXinwei Sun 0001, Botong Wu, Xiangyu Zheng, Chang Liu 0030, Wei Chen 0034, Tao Qin, Tie-Yan Liu. nips 2021: 16846-16859 [doi]

FastSpeech 2: Fast and High-Quality End-to-End Text to SpeechYi Ren 0006, Chenxu Hu, Xu Tan 0003, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu. iclr 2021: [doi]

Speech-T: Transducer for Text to Speech and BeyondJiawei Chen 0008, Xu Tan 0003, Yichong Leng, Jin Xu 0010, Guihua Wen, Tao Qin, Tie-Yan Liu. nips 2021: 6621-6633 [doi]

Learning Causal Semantic Representation for Out-of-Distribution PredictionChang Liu 0030, Xinwei Sun 0001, Jindong Wang 0001, Haoyue Tang, Tao Li 0040, Tao Qin, Wei Chen 0034, Tie-Yan Liu. nips 2021: 6155-6170 [doi]

On the Generative Utility of Cyclic ConditionalsChang Liu 0030, Haoyue Tang, Tao Qin, Jintao Wang, Tie-Yan Liu. nips 2021: 30242-30256 [doi]

GraphNorm: A Principled Approach to Accelerating Graph Neural Network TrainingTianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang 0001. icml 2021: 1204-1215 [doi]

AdaSpeech: Adaptive Text to Speech for Custom VoiceMingjian Chen, Xu Tan 0003, Bohan Li, Yanqing Liu, Tao Qin, Sheng Zhao, Tie-Yan Liu. iclr 2021: [doi]

SAMF: a self-adaptive protein modeling frameworkWenze Ding, Qijiang Xu, Siyuan Liu, Tong Wang, Bin Shao, Haipeng Gong, Tie-Yan Liu. bioinformatics, 37(22):4075-4082, November 2021. [doi]

Rethinking Positional Encoding in Language Pre-trainingGuolin Ke, Di He, Tie-Yan Liu. iclr 2021: [doi]

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech RecognitionYichong Leng, Xu Tan 0003, Linchen Zhu, Jin Xu 0010, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li 0001, Edward Lin, Tie-Yan Liu. nips 2021: 21708-21719 [doi]

Stylized Dialogue Generation with Multi-Pass Dual LearningJinpeng Li, Yingce Xia, Rui Yan, Hongda Sun, Dongyan Zhao 0001, Tie-Yan Liu. nips 2021: 28470-28481 [doi]

R-Drop: Regularized Dropout for Neural NetworksXiaobo Liang, Lijun Wu, Juntao Li, Yue Wang 0039, Qi Meng, Tao Qin, Wei Chen 0034, Min Zhang 0005, Tie-Yan Liu. nips 2021: 10890-10905 [doi]

Complementing sequence-derived features with structural information extracted from fragment libraries for protein structure predictionSiyuan Liu, Tong Wang, Qijiang Xu, Bin Shao, Jian Yin 0001, Tie-Yan Liu. bmcbi, 22(1):351, 2021. [doi]

Demonstration actor criticGuoqing Liu, Li Zhao 0007, Pushi Zhang, Jiang Bian 0002, Tao Qin, Nenghai Yu, Tie-Yan Liu. ijon, 434:194-202, 2021. [doi]

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak DecoderShuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk. emnlp 2021: 2780-2791 [doi]

Stable, Fast and Accurate: Kernelized Attention with Relative Positional EncodingShengjie Luo, Shanda Li, Tianle Cai, Di He, Dinglan Peng, Shuxin Zheng, Guolin Ke, Liwei Wang 0001, Tie-Yan Liu. nips 2021: 22795-22807 [doi]

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture SearchRenqian Luo, Xu Tan 0003, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu. icassp 2021: 5699-5703 [doi]

Object-Aware Regularization for Addressing Causal Confusion in Imitation LearningJongjin Park, Younggyo Seo, Chang Liu 0030, Li Zhao 0007, Tao Qin, Jinwoo Shin, Tie-Yan Liu. nips 2021: 3029-3042 [doi]

How could Neural Networks understand Programs?Dinglan Peng, Shuxin Zheng, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu. icml 2021: 8476-8486 [doi]

Cooperative Policy Learning with Pre-trained Heterogeneous Observation RepresentationsWenlei Shi, Xinran Wei, Jia Zhang, Xiaoyuan Ni, Arthur Jiang, Jiang Bian 0002, Tie-Yan Liu. atal 2021: 1191-1199 [doi]

The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural NetworksBohan Wang, Qi Meng, Wei Chen 0034, Tie-Yan Liu. icml 2021: 10849-10858 [doi]

A Survey on Low-Resource Neural Machine TranslationRui Wang, Xu Tan 0003, Renqian Luo, Tao Qin, Tie-Yan Liu. IJCAI 2021: 4636-4643 [doi]

UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra CostZhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie 0003, Tao Qin, Xinyu Dai, Tie-Yan Liu. naacl 2021: 3865-3878 [doi]

Temporally Correlated Task Scheduling for Sequence LearningXueqing Wu, Lewen Wang, Yingce Xia, Weiqing Liu, Lijun Wu, Shufang Xie 0003, Tao Qin, Tie-Yan Liu. icml 2021: 11274-11284 [doi]

REST: Relational Event-driven Stock Trend ForecastingWentao Xu, Weiqing Liu, Chang Xu 0008, Jiang Bian 0002, Jian Yin 0001, Tie-Yan Liu. WWW 2021: 1-10 [doi]

NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture SearchJin Xu, Xu Tan 0003, Renqian Luo, Kaitao Song, Jian Li 0015, Tao Qin, Tie-Yan Liu. kdd 2021: 1933-1943 [doi]

DeepRapper: Neural Rap Generation with Rhyme and Rhythm ModelingLanqing Xue, Kaitao Song, Duocai Wu, Xu Tan 0003, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu. acl 2021: 69-81 [doi]

Adaptive Text to Speech for Spontaneous StyleYuzi Yan, Xu Tan, Bohan Li, Guangyan Zhang, Tao Qin, Sheng Zhao, Yuan Shen, Wei-Qiang Zhang, Tie-Yan Liu. interspeech 2021: 4668-4672 [doi]

Adaspeech 2: Adaptive Text to Speech with Untranscribed DataYuzi Yan, Xu Tan 0003, Bohan Li, Tao Qin, Sheng Zhao, Yuan Shen, Tie-Yan Liu. icassp 2021: 6613-6617 [doi]

Do Transformers Really Perform Badly for Graph Representation?Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu. nips 2021: 28877-28888 [doi]

Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private LearningDa Yu, Huishuai Zhang, Wei Chen 0034, Tie-Yan Liu. iclr 2021: [doi]

How Does Data Augmentation Affect Privacy in Machine Learning?Da Yu, Huishuai Zhang, Wei Chen 0034, Jian Yin 0001, Tie-Yan Liu. AAAI 2021: 10746-10753 [doi]

MusicBERT: Symbolic Music Understanding with Large-Scale Pre-TrainingMingliang Zeng, Xu Tan 0003, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu. acl 2021: 791-800 [doi]

MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative TasksTianhao Zhang, Qiwei Ye, Jiang Bian 0002, Guangming Xie, Tie-Yan Liu. IJCAI 2021: 500-506 [doi]

Distributional Reinforcement Learning for Multi-Dimensional Reward FunctionsPushi Zhang, Xiaoyu Chen, Li Zhao 0007, Wei Xiong, Tao Qin, Tie-Yan Liu. nips 2021: 1519-1529 [doi]

Independence-aware Advantage EstimationPushi Zhang, Li Zhao, Guoqing Liu, Jiang Bian 0002, Minlie Huang, Tao Qin, Tie-Yan Liu. IJCAI 2021: 3349-3355 [doi]

Co-evolution Transformer for Protein Contact PredictionHe Zhang, Fusong Ju, Jianwei Zhu, Liang He, Bin Shao, Nanning Zheng 0001, Tie-Yan Liu. nips 2021: 14252-14263 [doi]

Dual Learning: Theoretical Study and an Algorithmic ExtensionZhibing Zhao, Yingce Xia, Tao Qin, Lirong Xia, Tie-Yan Liu. sncs, 2(5):413, 2021. [doi]

HierST: A Unified Hierarchical Spatial-temporal Framework for COVID-19 Trend ForecastingShun Zheng, Zhifeng Gao, Wei Cao, Jiang Bian 0002, Tie-Yan Liu. CIKM 2021: 4383-4392 [doi]

IOT: Instance-wise Layer Reordering for Transformer StructuresJinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie 0003, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu. iclr 2021: [doi]

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