Speeding Up Irregular Applications in Shared-Memory Multiprocessors: Memory Binding and Group Prefetching. - Zheng Zhang 001; Josep Torrellas (ISCA, 1995)

Distance-Adaptive Update Protocols for Scalable Shared-Memory Multiprocessors. - Alain Raynaud; Zheng Zhang 001; Josep Torrellas (HPCA, 1996)

Architectural Alternatives to Reduce Remote Conflict Misses in Shared-Memory Multiprocessors - Zheng Zhang 001 (1996)

The Memory Performance of DSS Commercial Workloads in Shared-Memory Multiprocessors. - Pedro Trancoso; Josep Lluís Larriba-Pey; Zheng Zhang 001; Josep Torrellas (HPCA, 1997)

Reducing Remote Conflict Misses: NUMA with Remote Cache versus COMA. - Zheng Zhang 001; Josep Torrellas (HPCA, 1997)

The Performance of the Cedar Multistage Switching Network. - Josep Torrellas; Zheng Zhang 001 (IEEE Trans. Parallel Distributed Syst., 1997)

Excel-NUMA: Toward Programmability, Simplicity, and High Performance. - Zheng Zhang 001; Marcelo H. Cintra; Josep Torrellas (IEEE Trans. Computers, 1999)

Designing a Robust Namespace for Distributed File Services. - Zheng Zhang 001; Christos T. Karamanolis (SRDS, 2001)

ReVive: Cost-Effective Architectural Support for Rollback Recovery in Shared-Memory Multiprocessors. - Milos Prvulovic; Josep Torrellas; Zheng Zhang 001 (ISCA, 2002)

Reperasure: Replication Protocol Using Erasure-Code in Peer-to-Peer Storage Network. - Zheng Zhang 001; Qiao Lian (SRDS, 2002)

Building Topology-Aware Overlays Using Global Soft-Stat. - Zhichen Xu; Chunqiang Tang; Zheng Zhang 001 (ICDCS, 2003)

Trading Replication Consistency for Performance and Availability: an Adaptive Approach. - Chi Zhang 070; Zheng Zhang 001 (ICDCS, 2003)

SOMO: Self-Organized Metadata Overlay for Resource Management in P2P DHT. - Zheng Zhang 001; Shuming Shi; Jing Zhu (IPTPS, 2003)

Proxy+: Simple Proxy Augmentation for Dynamic Content Processing. - Chun Yuan; Zhigang Hua; Zheng Zhang 001 (WCW, 2003)

Media Companion: Delivering Content-oriented Web Services to Internet Media. - Wei-Ying Ma; Xing Xie 001; Chun Yuan; Yu Chen; Zheng Zhang 001; HongJiang Zhang (WWW (Posters), 2003)

The Power of DHT as a Logical Space. - Zheng Zhang 001 (FTDCS, 2004)

Scalable, Structured Data Placement over P2P Storage Utilities. - Zheng Zhang 001; Mallik Mahalingam; Zhichen Xu; Wenting Tang (FTDCS, 2004)

RepStore: A Self-Managing and Self-Tuning Storage Backend with Smart Bricks. - Zheng Zhang 001; Shiding Lin; Qiao Lian; Chao Jin 001 (ICAC, 2004)

P2P Resource Pool and Its Application to Optimize Wide-Area Application Level Multicasting. - Zheng Zhang 001; Yu Chen; Shiding Lin; Bo-Ying Lu; Shuming Shi; Xing Xie 001; Chun Yuan (ICPP Workshops, 2004)

A Practical Distributed Mutual Exclusion Protocol in Dynamic Peer-to-Peer Systems. - Shiding Lin; Qiao Lian; Ming Chen 004; Zheng Zhang 001 (IPTPS, 2004)

Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting. - Helen J. Wang; Yih-Chun Hu; Chun Yuan; Zheng Zhang 001; Yi-Min Wang (IPTPS, 2004)

Deployment of a Large-scale Peer-to-Peer Social Network. - Mao Yang 004; Hua Chen; Ben Y. Zhao; Yafei Dai; Zheng Zhang 001 (WORLDS, 2004)

Strider: a black-box, state-based approach to change and configuration management and support. - Yi-Min Wang; Chad Verbowski; John Dunagan; Yu Chen; Helen J. Wang; Chun Yuan; Zheng Zhang 001 (Sci. Comput. Program., 2004)

Evaluation of Edge Caching/Offloading for Dynamic Content Delivery. - Chun Yuan; Yu Chen; Zheng Zhang 001 (IEEE Trans. Knowl. Data Eng., 2004)

WiDS: An Integrated Toolkit for Distributed System Development. - Shiding Lin; Aimin Pan; Zheng Zhang 001; Rui Guo; Zhenyu Guo (HotOS, 2005)

On the Impact of Replica Placement to the Reliability of Distributed Brick Storage Systems. - Qiao Lian; Wei Chen 013; Zheng Zhang 001 (ICDCS, 2005)

Z-Ring: Fast Prefix Routing via a Low Maintenance Membership Protocol. - Qiao Lian; Wei Chen 013; Zheng Zhang 001; Shaomei Wu; Ben Y. Zhao (ICNP, 2005)

An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System. - Mao Yang 004; Zheng Zhang 001; Xiaoming Li 001; Yafei Dai (IPTPS, 2005)

Simulating Large-Scale P2P Systems with the WiDS Toolkit. - Shiding Lin; Aimin Pan; Rui Guo; Zheng Zhang 001 (MASCOTS, 2005)

Sigma: A Fault-Tolerant Mutual Exclusion Algorithm in Dynamic Distributed Systems Subject to Process Crashes and Memory Losses. - Wei Chen 013; Shiding Lin; Qiao Lian; Zheng Zhang 001 (PRDC, 2005)

Using model checker and replay facility to debug complex distributed system. - Xuezheng Liu; Aimin Pan; Wei Lin; Zheng Zhang 001 (SOSP, 2005)

Automated known problem diagnosis with event traces. - Chun Yuan; Ni Lao; Ji-Rong Wen; Jiwei Li; Zheng Zhang 001; Yi-Min Wang; Wei-Ying Ma (EuroSys, 2006)

An Empirical Study of Collusion Behavior in the Maze P2P File-Sharing System. - Qiao Lian; Zheng Zhang 001; Mao Yang 004; Ben Y. Zhao; Yafei Dai; Xiaoming Li 001 (ICDCS, 2007)

A Multi-dimensional Reputation System Combined with Trust and Incentive Mechanisms in P2P File Sharing Systems. - Mao Yang 004; Qinyuan Feng; Yafei Dai; Zheng Zhang 001 (ICDCS Workshops, 2007)

Machine Bank: Own Your Virtual Personal Computer. - Shuo Tang; Yu Chen; Zheng Zhang 001 (IPDPS, 2007)

A Measurement Study of a Peer-to-Peer Video-on-Demand System. - Bin Cheng 001; Xuezheng Liu; Zheng Zhang 001; Hai Jin 001 (IPTPS, 2007)

WiDS Checker: Combating Bugs in Distributed Systems. - Xuezheng Liu; Wei Lin; Aimin Pan; Zheng Zhang 001 (NSDI, 2007)

An Analytical Framework and Its Applications for Studying Brick Storage Reliability. - Ming Chen 004; Wei Chen 013; Likun Liu; Zheng Zhang 001 (SRDS, 2007)

BitVault: a highly reliable distributed data retention platform. - Zheng Zhang 001; Qiao Lian; Shiding Lin; Wei Chen 013; Yu Chen; Chao Jin 001 (ACM SIGOPS Oper. Syst. Rev., 2007)

Towards cinematic internet video-on-demand. - Bin Cheng 001; Lex Stein; Hai Jin 001; Zheng Zhang 001 (EuroSys, 2008)

Hang analysis: fighting responsiveness bugs. - Xi Wang 005; Zhenyu Guo; Xuezheng Liu; Zhilei Xu; Haoxiang Lin; Xiaoge Wang; Zheng Zhang 001 (EuroSys, 2008)

A framework for lazy replication in P2P VoD. - Bin Cheng 001; Lex Stein; Hai Jin 001; Zheng Zhang 001 (NOSSDAV, 2008)

D3S: Debugging Deployed Distributed Systems. - Xuezheng Liu; Zhenyu Guo; Xi Wang 005; Feibo Chen; Xiaochen Lian; Jian Tang; Ming Wu 007; M. Frans Kaashoek; Zheng Zhang 001 (NSDI, 2008)

Corey: An Operating System for Many Cores. - Silas Boyd-Wickizer; Haibo Chen 001; Rong Chen 001; Yandong Mao; M. Frans Kaashoek; Robert Morris 005; Aleksey Pesterev; Lex Stein; Ming Wu 007; Yue-hua Dai; Yang Zhang; Zheng Zhang 001 (OSDI, 2008)

R2: An Application-Level Kernel for Record and Replay. - Zhenyu Guo; Xi Wang 005; Jian Tang; Xuezheng Liu; Zhilei Xu; Ming Wu 007; M. Frans Kaashoek; Zheng Zhang 001 (OSDI, 2008)

Conditional correlation analysis for safe region-based memory management. - Xi Wang 005; Zhilei Xu; Xuezheng Liu; Zhenyu Guo; Xiaoge Wang; Zheng Zhang 001 (PLDI, 2008)

Islands in the MSN messenger buddy network. - Yu Chen; Tracy Chen; Ming Chen 004; Zheng Zhang 001 (SNS, 2008)

Robust incentives via multi-level Tit-for-Tat. - Qiao Lian; Yu Peng; Mao Yang 004; Zheng Zhang 001; Yafei Dai; Xiaoming Li 001 (Concurr. Comput. Pract. Exp., 2008)

Evaluation and optimization of a peer-to-peer video-on-demand system. - Bin Cheng 001; Xiuzheng Liu; Zheng Zhang 001; Hai Jin 001; Lex Stein; Xiaofei Liao (J. Syst. Archit., 2008)

GridCast: Improving peer sharing for P2P VoD. - Bin Cheng 001; Lex Stein; Hai Jin 001; Xiaofei Liao; Zheng Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2008)

A Hybrid Model Checking and Runtime Monitoring Method for C++ Web Services. - Zhengwei Qi; Alei Liang; Haibing Guan; Ming Wu 007; Zheng Zhang 001 (NCM, 2009)

MPIWiz: subgroup reproducible replay of mpi applications. - Ruini Xue; Xuezheng Liu; Ming Wu 007; Zhenyu Guo; Wenguang Chen; Weimin Zheng; Zheng Zhang 001; Geoffrey M. Voelker (PPoPP, 2009)

FiLM: A Runtime Monitoring Tool for Distributed Systems. - Fuyuan Zhang; Zhengwei Qi; Haibing Guan; Xuezheng Liu; Mao Yang 004; Zheng Zhang 001 (SSIRI, 2009)

Similarity analysis of DNA sequences based on a compact representation. - Zhujin Zhang; Shuo Wang; Xingyi Zhang 001; Zheng Zhang 001 (BIC-TA, 2010)

Language-based replay via data flow cut. - Ming Wu 007; Fan Long; Xi Wang 005; Zhilei Xu; Haoxiang Lin; Xuezheng Liu; Zhenyu Guo; Huayang Guo; Lidong Zhou; Zheng Zhang 001 (SIGSOFT FSE, 2010)

SLIM: Mmap from the cloud to device, and back. - Jinghao Shi; Mingyuan Xia 001; Ming Wu 007; Lintao Zhang; Zheng Zhang 001 (APSys, 2011)

AutoLog: facing log redundancy and insufficiency. - Cheng Zhang; Zhenyu Guo; Ming Wu 007; Longwen Lu; Yu Fan; Jianjun Zhao 001; Zheng Zhang 001 (APSys, 2011)

MoonBox: debugging with online slicing and dryrun. - Cheng Zhang; Longwen Lu; Hucheng Zhou; Jianjun Zhao 001; Zheng Zhang 001 (APSys, 2012)

MadLINQ: large-scale distributed matrix computation for the cloud. - Zhengping Qian; Xiuwei Chen; Nanxi Kang; Mingcheng Chen; Yuan Yu; Thomas Moscibroda; Zheng Zhang 001 (EuroSys, 2012)

A uniform solution to the independent set problem through tissue P systems with cell separation. - Xingyi Zhang 001; Xiangxiang Zeng; Bin Luo 001; Zheng Zhang 001 (Frontiers Comput. Sci., 2012)

TimeStream: reliable stream computation in the cloud. - Zhengping Qian; Yong He; Chunzhi Su; Zhuojie Wu; Hongyu Zhu 003; Taizhi Zhang; Lidong Zhou; Yuan Yu; Zheng Zhang 001 (EuroSys, 2013)

Failure Recovery: When the Cure Is Worse Than the Disease. - Zhenyu Guo; Sean McDirmid; Mao Yang 004; Li Zhuang; Pu Zhang; Yingwei Luo; Tom Bergan; Madan Musuvathi; Zheng Zhang 001; Lidong Zhou (HotOS, 2013)

A scalable and topology configurable protocol for distributed parameter synchronization. - Minjie Wang; Hucheng Zhou; Minyi Guo; Zheng Zhang 001 (APSys, 2014)

Impression Store: Compressive Sensing-based Storage for Big Data Analytics. - Jiaxing Zhang; Ying Yan 006; Liang Jeff Chen; Minjie Wang; Thomas Moscibroda; Zheng Zhang 001 (HotCloud, 2014)

Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification. - Tianjun Xiao; Jiaxing Zhang; Kuiyuan Yang; Yuxin Peng; Zheng Zhang 001 (ACM Multimedia, 2014)

Scale-Invariant Convolutional Neural Networks. - Yichong Xu; Tianjun Xiao; Jiaxing Zhang; Kuiyuan Yang; Zheng Zhang 001 (CoRR, 2014)

Error-bounded Sampling for Analytics on Big Sparse Data. - Ying Yan 006; Liang Jeff Chen; Zheng Zhang 001 (Proc. VLDB Endow., 2014)

The application of two-level attention models in deep convolutional neural network for fine-grained image classification. - Tianjun Xiao; Yichong Xu; Kuiyuan Yang; Jiaxing Zhang; Yuxin Peng; Zheng Zhang 001 (CVPR, 2015)

Multiple Granularity Descriptors for Fine-Grained Categorization. - Dequan Wang; Zhiqiang Shen; Jie Shao 006; Wei Zhang 016; Xiangyang Xue 001; Zheng Zhang 001 (ICCV, 2015)

Distributed Outlier Detection using Compressive Sensing. - Ying Yan 006; Jiaxing Zhang; Bojun Huang; Xuzhan Sun; Jiaqi Mu; Zheng Zhang 001; Thomas Moscibroda (SIGMOD Conference, 2015)

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems. - Tianqi Chen; Mu Li 003; Yutian Li; Min Lin; Naiyan Wang; Minjie Wang; Tianjun Xiao; Bing Xu; Chiyuan Zhang; Zheng Zhang 001 (CoRR, 2015)

First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks. - Quan Gan; Qipeng Guo; Zheng Zhang 001; Kyunghyun Cho (CoRR, 2015)

Learning to Point and Count. - Jie Shao 006; Dequan Wang; Xiangyang Xue 001; Zheng Zhang 001 (CoRR, 2015)

Learning Word Embeddings from Intrinsic and Extrinsic Views. - Jifan Chen; Kan Chen; Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001; Zheng Zhang 001 (CoRR, 2016)

Saliency-based Sequential Image Attention with Multiset Prediction. - Sean Welleck; Jialin Mao; Kyunghyun Cho; Zheng Zhang 001 (NIPS, 2017)

A Novel Experience-Based Exploration Method for Q-Learning. - Bohong Yang; Hong Lu 001; Baogen Li; Zheng Zhang 001; Wenqiang Zhang (ICPCSEE (1), 2018)

Loss Functions for Multiset Prediction. - Sean Welleck; Zixin Yao; Yu Gai; Jialin Mao; Zheng Zhang 001; Kyunghyun Cho (NeurIPS, 2018)

Music Style Transfer Issues: A Position Paper. - Shuqi Dai; Zheng Zhang 001; Gus Xia (CoRR, 2018)

Top-Down Tree Structured Text Generation. - Qipeng Guo; Xipeng Qiu; Xiangyang Xue 001; Zheng Zhang 001 (CoRR, 2018)

Melodic Phrase Segmentation By Deep Neural Networks. - Yixing Guan; Jinyu Zhao; Yiqin Qiu; Zheng Zhang 001; Gus Xia (CoRR, 2018)

Star-Transformer. - Qipeng Guo; Xipeng Qiu; Pengfei Liu 003; Yunfan Shao; Xiangyang Xue 001; Zheng Zhang 001 (NAACL-HLT (1), 2019)

Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. - Minjie Wang; Lingfan Yu; Da Zheng; Quan Gan; Yu Gai; Zihao Ye 001; Mufei Li; Jinjing Zhou; Qi Huang 001; Chao Ma 025; Ziyue Huang; Qipeng Guo; et al. (CoRR, 2019)

BP-Transformer: Modelling Long-Range Context via Binary Partitioning. - Zihao Ye 001; Qipeng Guo; Quan Gan; Xipeng Qiu; Zheng Zhang 001 (CoRR, 2019)

Low-Rank and Locality Constrained Self-Attention for Sequence Modeling. - Qipeng Guo; Xipeng Qiu; Xiangyang Xue 001; Zheng Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Multi-Scale Self-Attention for Text Classification. - Qipeng Guo; Xipeng Qiu; Pengfei Liu 003; Xiangyang Xue 001; Zheng Zhang 001 (AAAI, 2020)

GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation. - Zhijing Jin 001; Qipeng Guo; Xipeng Qiu; Zheng Zhang 001 (COLING, 2020)

CoLAKE: Contextualized Language and Knowledge Embedding. - Tianxiang Sun; Yunfan Shao; Xipeng Qiu; Qipeng Guo; Yaru Hu; Xuanjing Huang 001; Zheng Zhang 001 (COLING, 2020)

An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph. - Jiarui Jin; Jiarui Qin; Yuchen Fang; Kounianhua Du; Weinan Zhang 001; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (KDD, 2020)

Scalable Graph Neural Networks with Deep Graph Library. - Da Zheng; Minjie Wang; Quan Gan; Zheng Zhang 001; George Karypis (KDD, 2020)

FeatGraph: a flexible and efficient backend for graph neural network systems. - Yuwei Hu; Zihao Ye 001; Minjie Wang; Jiali Yu; Da Zheng; Mu Li 003; Zheng Zhang 001; Zhiru Zhang; Yida Wang 003 (SC, 2020)

DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs. - Da Zheng; Chao Ma 025; Minjie Wang; Jinjing Zhou; Qidong Su; Xiang Song 003; Quan Gan; Zheng Zhang 001; George Karypis (IA3@SC, 2020)

DGL-KE: Training Knowledge Graph Embeddings at Scale. - Da Zheng; Xiang Song 003; Chao Ma 025; Zeyuan Tan; Zihao Ye 001; Jin Dong; Hao Xiong; Zheng Zhang 001; George Karypis (SIGIR, 2020)

Learning Graph Neural Networks with Deep Graph Library. - Da Zheng; Minjie Wang; Quan Gan; Zheng Zhang 001; George Karypis (WWW (Companion Volume), 2020)

Transformer on a Diet. - Chenguang Wang 001; Zihao Ye 001; Aston Zhang; Zheng Zhang 001; Alexander J. Smola (CoRR, 2020)

Repurpose Open Data to Discover Therapeutics for COVID-19 using Deep Learning. - Xiangxiang Zeng; Xiang Song 003; Tengfei Ma 002; Xiaoqin Pan; Yadi Zhou; Yuan Hou; Zheng Zhang 001; George Karypis; Feixiong Cheng (CoRR, 2020)

Relation of the Relations: A New Paradigm of the Relation Extraction Problem. - Zhijing Jin 001; Yongyi Yang; Xipeng Qiu; Zheng Zhang 001 (CoRR, 2020)

CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training. - Qipeng Guo; Zhijing Jin 001; Xipeng Qiu; Weinan Zhang 001; David Wipf; Zheng Zhang 001 (CoRR, 2020)

Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network. - Jiarui Jin; Kounianhua Du; Weinan Zhang 001; Jiarui Qin; Yuchen Fang; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (CoRR, 2020)

A Unified Generative Framework for Aspect-based Sentiment Analysis. - Hang Yan 001; Junqi Dai; Tuo Ji; Xipeng Qiu; Zheng Zhang 001 (ACL/IJCNLP (1), 2021)

A Unified Generative Framework for Various NER Subtasks. - Hang Yan 001; Tao Gui; Junqi Dai; Qipeng Guo; Zheng Zhang 001; Xipeng Qiu (ACL/IJCNLP (1), 2021)

Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings. - Qipeng Guo; Zhijing Jin 001; Ziyu Wang 006; Xipeng Qiu; Weinan Zhang 001; Jun Zhu 001; Zheng Zhang 001; David Wipf (AISTATS, 2021)

Learning Hierarchical Graph Neural Networks for Image Clustering. - Yifan Xing; Tong He 002; Tianjun Xiao; Yongxin Wang; Yuanjun Xiong; Wei Xia; David Wipf; Zheng Zhang 001; Stefano Soatto (ICCV, 2021)

Graph Neural Networks Inspired by Classical Iterative Algorithms. - Yongyi Yang; Tang Liu; Yangkun Wang; Jinjing Zhou; Quan Gan; Zhewei Wei; Zheng Zhang 001; Zengfeng Huang; David Wipf (ICML, 2021)

GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction. - Longyuan Li; Jian Yao 004; Li K. Wenliang; Tong He 002; Tianjun Xiao; Junchi Yan; David Wipf; Zheng Zhang 001 (NeurIPS, 2021)

Scalable Graph Neural Networks with Deep Graph Library. - Da Zheng; Minjie Wang; Quan Gan; Xiang Song 003; Zheng Zhang 001; George Karypis (WSDM, 2021)

Syntax-guided text generation via graph neural network. - Qipeng Guo; Xipeng Qiu; Xiangyang Xue 001; Zheng Zhang 001 (Sci. China Inf. Sci., 2021)

PSS: Progressive Sample Selection for Open-World Visual Representation Learning. - Tianyue Cao; Yongxin Wang; Yifan Xing; Tianjun Xiao; Tong He 002; Zheng Zhang 001; Hao Zhou 012; Joseph Tighe (ECCV (31), 2022)

DORE: Document Ordered Relation Extraction based on Generative Framework. - Qipeng Guo; Yuqing Yang 004; Hang Yan 001; Xipeng Qiu; Zheng Zhang 001 (EMNLP (Findings), 2022)

Dialogue Meaning Representation for Task-Oriented Dialogue Systems. - Xiangkun Hu; Junqi Dai; Hang Yan 001; Yi Zhang; Qipeng Guo; Xipeng Qiu; Zheng Zhang 001 (EMNLP (Findings), 2022)

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees. - Tengxiao Liu; Qipeng Guo; Xiangkun Hu; Yue Zhang 004; Xipeng Qiu; Zheng Zhang 001 (EMNLP, 2022)

Inductive Relation Prediction Using Analogy Subgraph Embeddings. - Jiarui Jin; Yangkun Wang; Kounianhua Du; Weinan Zhang 001; Zheng Zhang 001; David Wipf; Yong Yu 001; Quan Gan (ICLR, 2022)

Why Propagate Alone? Parallel Use of Labels and Features on Graphs. - Yangkun Wang; Jiarui Jin; Weinan Zhang 001; Yongyi Yang; Jiuhai Chen; Quan Gan; Yong Yu 001; Zheng Zhang 001; Zengfeng Huang; David Wipf (ICLR, 2022)

Graphiler: Optimizing Graph Neural Networks with Message Passing Data Flow Graph. - Zhiqiang Xie; Minjie Wang; Zihao Ye 001; Zheng Zhang 001; Rui Fan (MLSys, 2022)

Learning Enhanced Representation for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David P. Wipf (NeurIPS, 2022)

Self-supervised Amodal Video Object Segmentation. - Jian Yao 004; Yuxin Hong; Chiyu Wang; Tianjun Xiao; Tong He 002; Francesco Locatello; David P. Wipf; Yanwei Fu 001; Zheng Zhang 001 (NeurIPS, 2022)

Towards Collaborative Question Answering: A Preliminary Study. - Xiangkun Hu; Hang Yan 001; Qipeng Guo; Xipeng Qiu; Weinan Zhang 001; Zheng Zhang 001 (CoRR, 2022)

Learning Enhanced Representations for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David Wipf (CoRR, 2022)

Learning Cognitive Map Representations for Navigation by Sensory-Motor Integration. - Dongye Zhao; Zheng Zhang 001; Hong Lu 001; Sen Cheng; Bailu Si; Xisheng Feng (IEEE Trans. Cybern., 2022)

GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network. - Jiarui Jin; Kounianhua Du; Weinan Zhang 001; Jiarui Qin; Yuchen Fang; Yong Yu 001; Zheng Zhang 001; Alexander J. Smola (ACM Trans. Inf. Syst., 2022)

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction. - Yuqing Yang 004; Qipeng Guo; Xiangkun Hu; Yue Zhang 004; Xipeng Qiu; Zheng Zhang 001 (ACL (1), 2023)

Dual Cache for Long Document Neural Coreference Resolution. - Qipeng Guo; Xiangkun Hu; Yue Zhang 004; Xipeng Qiu; Zheng Zhang 001 (ACL (1), 2023)

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations. - Dongyu Ru; Lin Qiu; Xipeng Qiu; Yue Zhang 004; Zheng Zhang 001 (ACL (1), 2023)

Exploiting Abstract Meaning Representation for Open-Domain Question Answering. - Cunxiang Wang; Zhikun Xu; Qipeng Guo; Xiangkun Hu; Xuefeng Bai 001; Zheng Zhang 001; Yue Zhang 004 (ACL (Findings), 2023)

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. - Cheng Jiayang; Lin Qiu; Tsz Ho Chan; Tianqing Fang; Weiqi Wang 001; Chunkit Chan; Dongyu Ru; Qipeng Guo; Hongming Zhang 009; Yangqiu Song; Yue Zhang 004; Zheng Zhang 001 (EMNLP, 2023)

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts. - Tengxiao Liu; Qipeng Guo; Yuqing Yang 004; Xiangkun Hu; Yue Zhang 004; Xipeng Qiu; Zheng Zhang 001 (EMNLP, 2023)

Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus. - Tianhang Zhang; Lin Qiu; Qipeng Guo; Cheng Deng; Yue Zhang 004; Zheng Zhang 001; Chenghu Zhou; Xinbing Wang; Luoyi Fu (EMNLP, 2023)

Unsupervised Open-Vocabulary Object Localization in Videos. - Ke Fan; Zechen Bai; Tianjun Xiao; Dominik Zietlow; Max Horn; Zixu Zhao; Carl-Johann Simon-Gabriel; Mike Zheng Shou; Francesco Locatello; Bernt Schiele; Thomas Brox; Zheng Zhang 001; et al. (ICCV, 2023)

Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation. - Ke Fan; Jingshi Lei; Xuelin Qian; Miaopeng Yu; Tianjun Xiao; Tong He 002; Zheng Zhang 001; Yanwei Fu 001 (ICCV, 2023)

Coarse-to-Fine Amodal Segmentation with Shape Prior. - Jianxiong Gao; Xuelin Qian; Yikai Wang 002; Tianjun Xiao; Tong He 002; Zheng Zhang 001; Yanwei Fu 001 (ICCV, 2023)

Object-Centric Multiple Object Tracking. - Zixu Zhao; Jiaze Wang; Max Horn; Yizhuo Ding; Tong He 002; Zechen Bai; Dominik Zietlow; Carl-Johann Simon-Gabriel; Bing Shuai; Zhuowen Tu; Thomas Brox; Bernt Schiele; et al. (ICCV, 2023)

Bridging the Gap to Real-World Object-Centric Learning. - Maximilian Seitzer; Max Horn; Andrii Zadaianchuk; Dominik Zietlow; Tianjun Xiao; Carl-Johann Simon-Gabriel; Tong He 002; Zheng Zhang 001; Bernhard Schölkopf; Thomas Brox; Francesco Locatello (ICLR, 2023)

ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training. - Kezhao Huang; Haitian Jiang; Minjie Wang; Guangxuan Xiao; David Wipf; Xiang Song 003; Quan Gan; Zengfeng Huang; Jidong Zhai; Zheng Zhang 001 (CoRR, 2023)

Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity. - Cunxiang Wang; Xiaoze Liu; Yuanhao Yue; Xiangru Tang; Tianhang Zhang; Cheng Jiayang; Yunzhi Yao; Wenyang Gao; Xuming Hu; Zehan Qi; Yidong Wang; Linyi Yang; et al. (CoRR, 2023)

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. - Cheng Jiayang; Lin Qiu; Chunkit Chan; Xin Liu 039; Yangqiu Song; Zheng Zhang 001 (LREC/COLING, 2024)

Adaptive Slot Attention: Object Discovery with Dynamic Slot Number. - Ke Fan; Zechen Bai; Tianjun Xiao; Tong He 002; Max Horn; Yanwei Fu 001; Francesco Locatello; Zheng Zhang 001 (CVPR, 2024)

ECON: On the Detection and Resolution of Evidence Conflicts. - Cheng Jiayang; Chunkit Chan; Qianqian Zhuang; Lin Qiu; Tianhang Zhang; Tengxiao Liu; Yangqiu Song; Yue Zhang 004; Pengfei Liu 003; Zheng Zhang 001 (EMNLP, 2024)

One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos. - Zechen Bai; Tong He 002; Haiyang Mei; Pichao Wang; Ziteng Gao; Joya Chen; Lei Liu; Zheng Zhang 001; Mike Zheng Shou (NeurIPS, 2024)

Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation. - Jiaxin Cheng; Zixu Zhao; Tong He 002; Tianjun Xiao; Zheng Zhang 001; Yicong Zhou (NeurIPS, 2024)

Unified Lexical Representation for Interpretable Visual-Language Alignment. - Yifan Li; Yikai Wang 002; Yanwei Fu 001; Dongyu Ru; Zheng Zhang 001; Tong He 002 (NeurIPS, 2024)

Can Language Models Learn to Skip Steps? - Tengxiao Liu; Qipeng Guo; Xiangkun Hu; Cheng Jiayang; Yue Zhang 004; Xipeng Qiu; Zheng Zhang 001 (NeurIPS, 2024)

RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. - Dongyu Ru; Lin Qiu; Xiangkun Hu; Tianhang Zhang; Peng Shi 010; Shuaichen Chang; Cheng Jiayang; Cunxiang Wang; Shichao Sun; Huanyu Li 010; Zizhao Zhang; Binjie Wang; et al. (NeurIPS, 2024)

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. - Minjie Wang; Quan Gan; David Wipf; Zheng Zhang 001; Christos Faloutsos; Weinan Zhang 001; Muhan Zhang; Zhenkun Cai; Jiahang Li 002; Zunyao Mao; Yakun Song; Jianheng Tang; et al. (NeurIPS, 2024)

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs. - Minjie Wang; Quan Gan; David Wipf; Zhenkun Cai; Ning Li 029; Jianheng Tang; Yanlin Zhang; Zizhao Zhang; Zunyao Mao; Yakun Song; Yanbo Wang; Jiahang Li 002; et al. (CoRR, 2024)

Hallucination of Multimodal Large Language Models: A Survey. - Zechen Bai; Pichao Wang; Tianjun Xiao; Tong He 002; Zongbo Han; Zheng Zhang 001; Mike Zheng Shou (CoRR, 2024)

GQE: Generalized Query Expansion for Enhanced Text-Video Retrieval. - Zechen Bai; Tianjun Xiao; Tong He 002; Pichao Wang; Zheng Zhang 001; Thomas Brox; Mike Zheng Shou (CoRR, 2024)

VideoSAM: Open-World Video Segmentation. - Pinxue Guo; Zixu Zhao; Jianxiong Gao; Chongruo Wu; Tong He 002; Zheng Zhang 001; Tianjun Xiao; Wenqiang Zhang (CoRR, 2024)

Factorized Visual Tokenization and Generation. - Zechen Bai; Jianxiong Gao; Ziteng Gao; Pichao Wang; Zheng Zhang 001; Tong He 002; Mike Zheng Shou (CoRR, 2024)

Disagreement Matters: Exploring Internal Diversification for Redundant Attention in Generic Facial Action Analysis. - Xiaotian Li; Zheng Zhang 001; Xiang Zhang; Taoyue Wang; Zhihua Li; Huiyuan Yang; Umur A. Ciftci; Qiang Ji; Jeffrey F. Cohn; Lijun Yin 001 (IEEE Trans. Affect. Comput., 2024)

FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training. - Kezhao Huang; Haitian Jiang; Minjie Wang; Guangxuan Xiao; David Wipf; Xiang Song 003; Quan Gan; Zengfeng Huang; Jidong Zhai; Zheng Zhang 001 (Proc. VLDB Endow., 2024)

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization. - Yun Luo; Yingjie Li 008; Xiangkun Hu; Qinglin Qi; Fang Guo; Qipeng Guo; Zheng Zhang 001; Yue Zhang 004 (ACL (1), 2025)

Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach. - Zechen Bai; Tianjun Xiao; Tong He 002; Pichao Wang; Zheng Zhang 001; Thomas Brox; Mike Zheng Shou (ICLR, 2025)

NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens. - Cunxiang Wang; Ruoxi Ning; Boqi Pan; Tonghui Wu; Qipeng Guo; Cheng Deng; Guangsheng Bao; Xiangkun Hu; Zheng Zhang 001; Qian Wang; Yue Zhang 004 (ICLR, 2025)

A Data Model and Method Framework for Cyberspace Map Visualization. - Zheng Zhang 001; Chenghu Zhou; Minjie Chen; Yibing Cao; Shaojing Fan (ISPRS Int. J. Geo Inf., 2025)

DAPO: An Open-Source LLM Reinforcement Learning System at Scale. - Qiying Yu; Zheng Zhang 001; Ruofei Zhu; Yufeng Yuan; Xiaochen Zuo; Yu Yue; Tiantian Fan; Gaohong Liu; Lingjun Liu; Xin Liu 039; Haibin Lin; Zhiqi Lin; et al. (CoRR, 2025)

AuthGuard: Generalizable Deepfake Detection via Language Guidance. - Guangyu Shen; Zhihua Li; Xiang Xu; Tianchen Zhao; Zheng Zhang 001; Dongsheng An; Zhuowen Tu; Yifan Xing; Qin Zhang (CoRR, 2025)

A skeleton extraction method for large-scale spatial interaction networks considering spatial distribution characteristics. - Zheng Zhang 001; Chenghu Zhou; Minjie Chen; Shaojing Fan (Int. J. Geogr. Inf. Sci., 2025)

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference. - Yuxuan Song; Zheng Zhang 001; Cheng Luo; Pengyang Gao; Fan Xia; Hao Luo; Zheng Li; Yuehang Yang; Hongli Yu; Xingwei Qu; Yuwei Fu; Jing Su; et al. (CoRR, 2025)