We know how you live: exploring the spectrum of urban lifestyles. - Nicholas Jing Yuan; Fuzheng Zhang; Defu Lian; Kai Zheng 001; Siyu Yu; Xing Xie 001 (COSN, 2013)

Sensing the pulse of urban refueling behavior. - Fuzheng Zhang; David Wilkie; Yu Zheng 004; Xing Xie 001 (UbiComp, 2013)

Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach. - Nicholas Jing Yuan; Yingzi Wang; Fuzheng Zhang; Xing Xie 001; Guangzhong Sun (ICDM, 2013)

A Method to Predict the Intermittent Power by Classification Model. - Hang Yang; Fuzheng Zhang; Aidong Xu; Cai Yuan; Chuanlin Chen (3PGCIC, 2014)

Mining novelty-seeking trait across heterogeneous domains. - Fuzheng Zhang; Nicholas Jing Yuan; Defu Lian; Xing Xie 001 (WWW, 2014)

Mining consumer impulsivity from offline and online behavior. - Fuzheng Zhang; Nicholas Jing Yuan; Kai Zheng 001; Defu Lian; Xing Xie 001; Yong Rui (UbiComp, 2015)

Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data. - Defu Lian; Yong Ge; Fuzheng Zhang; Nicholas Jing Yuan; Xing Xie 001; Tao Zhou 001; Yong Rui (ICDM, 2015)

You Are Where You Go: Inferring Demographic Attributes from Location Check-ins. - Yuan Zhong; Nicholas Jing Yuan; Wen Zhong; Fuzheng Zhang; Xing Xie 001 (WSDM, 2015)

A Novelty-Seeking based Dining Recommender System. - Fuzheng Zhang; Kai Zheng 001; Nicholas Jing Yuan; Xing Xie 001; Enhong Chen; Xiaofang Zhou 001 (WWW, 2015)

Mining Location-based Social Networks: A Predictive Perspective. - Defu Lian; Xing Xie 001; Fuzheng Zhang; Nicholas Jing Yuan; Tao Zhou 001; Yong Rui (IEEE Data Eng. Bull., 2015)

Reconstructing individual mobility from smart card transactions: a collaborative space alignment approach. - Fuzheng Zhang; Nicholas Jing Yuan; Yingzi Wang; Xing Xie 001 (Knowl. Inf. Syst., 2015)

Geo-social media data analytic for user modeling and location-based services. - Jie Bao 003; Defu Lian; Fuzheng Zhang; Nicholas Jing Yuan (ACM SIGSPATIAL Special, 2015)

Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility. - Fuzheng Zhang; Nicholas Jing Yuan; David Wilkie; Yu Zheng 004; Xing Xie 001 (ACM Trans. Intell. Syst. Technol., 2015)

A contextual collaborative approach for app usage forecasting. - Yingzi Wang; Nicholas Jing Yuan; Yu Sun 021; Fuzheng Zhang; Xing Xie 001; Qi Liu 003; Enhong Chen (UbiComp, 2016)

Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation. - Defu Lian; Zhenyu Zhang; Yong Ge; Fuzheng Zhang; Nicholas Jing Yuan; Xing Xie 001 (ICDM, 2016)

Collaborative Knowledge Base Embedding for Recommender Systems. - Fuzheng Zhang; Nicholas Jing Yuan; Defu Lian; Xing Xie 001; Wei-Ying Ma (KDD, 2016)

Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions. - Nicholas Jing Yuan; Yuan Zhong; Fuzheng Zhang; Xing Xie 001; Chin-Yew Lin; Yong Rui (WSDM, 2016)

Exploiting Dining Preference for Restaurant Recommendation. - Fuzheng Zhang; Nicholas Jing Yuan; Kai Zheng 001; Defu Lian; Xing Xie 001; Yong Rui (WWW, 2016)

A Multifaceted Model for Cross Domain Recommendation Systems. - Jianxun Lian; Fuzheng Zhang; Xing Xie 001; Guangzhong Sun (KSEM, 2017)

Overview of the NLPCC-ICCPOL 2017 Shared Task: Social Media User Modeling. - Fuzheng Zhang; Defu Lian; Xing Xie 001 (NLPCC, 2017)

Beyond the Words: Predicting User Personality from Heterogeneous Information. - Honghao Wei; Fuzheng Zhang; Nicholas Jing Yuan; Chuan Cao; Hao Fu; Xing Xie 001; Yong Rui; Wei-Ying Ma (WSDM, 2017)

CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems. - Jianxun Lian; Fuzheng Zhang; Xing Xie 001; Guangzhong Sun (WWW (Companion Volume), 2017)

Restaurant Survival Analysis with Heterogeneous Information. - Jianxun Lian; Fuzheng Zhang; Xing Xie 001; Guangzhong Sun (WWW (Companion Volume), 2017)

Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation. - Fuzhen Zhuang; Yingmin Zhou; Fuzheng Zhang; Xiang Ao 001; Xing Xie 001; Qing He 003 (WWW (Companion Volume), 2017)

GraphGAN: Graph Representation Learning With Generative Adversarial Nets. - Hongwei Wang 004; Jia Wang 009; Jialin Wang; Miao Zhao; Weinan Zhang 001; Fuzheng Zhang; Xing Xie 001; Minyi Guo (AAAI, 2018)

RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (CIKM, 2018)

Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach. - Jianxun Lian; Fuzheng Zhang; Xing Xie 001; Guangzhong Sun (IJCAI, 2018)

Sequential Recommender System based on Hierarchical Attention Networks. - Haochao Ying; Fuzhen Zhuang; Fuzheng Zhang; Yanchi Liu; Guandong Xu; Xing Xie 001; Hui Xiong 001; Jian Wu 001 (IJCAI, 2018)

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems. - Jianxun Lian; Xiaohuan Zhou; Fuzheng Zhang; Zhongxia Chen; Xing Xie 001; Guangzhong Sun (KDD, 2018)

Transcribing Content from Structural Images with Spotlight Mechanism. - Yu Yin 002; Zhenya Huang; Enhong Chen; Qi Liu 003; Fuzheng Zhang; Xing Xie 001; Guoping Hu (KDD, 2018)

Overview of the NLPCC 2018 Shared Task: Social Media User Modeling. - Fuzheng Zhang; Xing Xie 001 (NLPCC (2), 2018)

SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. - Hongwei Wang 004; Fuzheng Zhang; Min Hou; Xing Xie 001; Minyi Guo; Qi Liu 003 (WSDM, 2018)

DKN: Deep Knowledge-Aware Network for News Recommendation. - Hongwei Wang 004; Fuzheng Zhang; Xing Xie 001; Minyi Guo (WWW, 2018)

DRN: A Deep Reinforcement Learning Framework for News Recommendation. - Guanjie Zheng; Fuzheng Zhang; Zihan Zheng; Yang Xiang; Nicholas Jing Yuan; Xing Xie 001; Zhenhui Li (WWW, 2018)

Cross-domain novelty seeking trait mining for sequential recommendation. - Fuzhen Zhuang; Yingmin Zhou; Fuzheng Zhang; Xiang Ao 001; Xing Xie 001; Qing He 003 (CoRR, 2018)

Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (CoRR, 2018)

Environmental Monitoring of Ancient Buildings Based on a Wireless Sensor Network. - Qijing Lin; Fuzheng Zhang; Weile Jiang; Hao Wu (Sensors, 2018)

Scalable Content-Aware Collaborative Filtering for Location Recommendation. - Defu Lian; Yong Ge; Fuzheng Zhang; Nicholas Jing Yuan; Xing Xie 001; Tao Zhou 001; Yong Rui (IEEE Trans. Knowl. Data Eng., 2018)

Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. - Bowen Xing; Lejian Liao; Dandan Song; Jingang Wang; Fuzheng Zhang; Zhongyuan Wang 006; Heyan Huang (IJCAI, 2019)

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (KDD, 2019)

Influence of surface roughness on the adhesion hysteresis of thin film. - Qijing Lin; Fuzheng Zhang; Feng Han; Man Zhao (NEMS, 2019)

Neural Response Generation with Relevant Emotions for Short Text Conversation. - Zhongxia Chen; Ruihua Song; Xing Xie 001; Jian-Yun Nie; Xiting Wang; Fuzheng Zhang; Enhong Chen (NLPCC (1), 2019)

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation. - Hongwei Wang 004; Fuzheng Zhang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (WWW, 2019)

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (CoRR, 2019)

Earlier Attention? Aspect-Aware LSTM for Aspect Sentiment Analysis. - Bowen Xing; Lejian Liao; Dandan Song; Jingang Wang; Fuzheng Zhang; Zhongyuan Wang 006; Heyan Huang (CoRR, 2019)

Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (ACM Trans. Inf. Syst., 2019)

Structural Relationship Representation Learning with Graph Embedding for Personalized Product Search. - Shang Liu 005; Wanli Gu; Gao Cong; Fuzheng Zhang (CIKM, 2020)

Multi-modal Knowledge Graphs for Recommender Systems. - Rui Sun; Xuezhi Cao; Yan Zhao 008; Junchen Wan; Kun Zhou 002; Fuzheng Zhang; Zhongyuan Wang 006; Kai Zheng 001 (CIKM, 2020)

TABLE: A Task-Adaptive BERT-based ListwisE Ranking Model for Document Retrieval. - Xingwu Sun; Hongyin Tang; Fuzheng Zhang; Yanling Cui; Beihong Jin; Zhongyuan Wang 006 (CIKM, 2020)

Query-aware Tip Generation for Vertical Search. - Yang Yang 129; Junmei Hao; Canjia Li; Zili Wang; Jingang Wang; Fuzheng Zhang; Rao Fu; Peixu Hou; Gong Zhang; Zhongyuan Wang 006 (CIKM, 2020)

S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization. - Kun Zhou 002; Hui Wang 072; Wayne Xin Zhao; Yutao Zhu 001; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CIKM, 2020)

Leveraging Historical Interaction Data for Improving Conversational Recommender System. - Kun Zhou 002; Wayne Xin Zhao; Hui Wang 072; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CIKM, 2020)

Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. - Xuemiao Zhang; Kun Zhou 002; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Junfei Liu (COLING, 2020)

Table Fact Verification with Structure-Aware Transformer. - Hongzhi Zhang; Yingyao Wang; Sirui Wang; Xuezhi Cao; Fuzheng Zhang; Zhongyuan Wang 006 (EMNLP (1), 2020)

STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation. - Haoyu Han; Mengdi Zhang 002; Min Hou; Fuzheng Zhang; Zhongyuan Wang 006; Enhong Chen; Hongwei Wang 004; Jianhui Ma; Qi Liu 003 (ICDM, 2020)

Micro-nano fiber sensor with high sensitivity for temperature measurement. - Fuzheng Zhang; Na Zhao 001; Qijing Lin; Feng Han; Libo Zhao 001; Ping Yang; Zhuangde Jiang (NEMS, 2020)

S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization. - Kun Zhou 002; Hui Wang 072; Wayne Xin Zhao; Yutao Zhu 001; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CoRR, 2020)

Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining. - Fuzhen Zhuang; Ying-Min Zhou; Haochao Ying; Fuzheng Zhang; Xiang Ao 001; Xing Xie 001; Qing He 003; Hui Xiong 001 (J. Comput. Sci. Technol., 2020)

A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking. - Hongyin Tang; Xingwu Sun; Beihong Jin; Fuzheng Zhang (AAAI, 2021)

Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval. - Hongyin Tang; Xingwu Sun; Beihong Jin; Jingang Wang; Fuzheng Zhang; Wei Wu 014 (ACL/IJCNLP (1), 2021)

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. - Yuanmeng Yan; Rumei Li; Sirui Wang; Fuzheng Zhang; Wei Wu 014; Weiran Xu (ACL/IJCNLP (1), 2021)

DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. - Junkang Wu; Wentao Shi 002; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Fuzheng Zhang; Wei Wu 014; Xiangnan He 001 (CIKM, 2021)

Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism. - Xingwu Sun; Yanling Cui; Hongyin Tang; Fuzheng Zhang; Beihong Jin; Shi Wang (EMNLP (1), 2021)

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. - Yuanmeng Yan; Rumei Li; Sirui Wang; Hongzhi Zhang; Daoguang Zan; Fuzheng Zhang; Wei Wu 014; Weiran Xu (EMNLP (1), 2021)

Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models. - Kun Zhou 002; Wayne Xin Zhao; Sirui Wang; Fuzheng Zhang; Wei Wu 014; Ji-Rong Wen (EMNLP (1), 2021)

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction. - Jiahao Bu; Lei Ren; Shuang Zheng; Yang Yang 129; Jingang Wang; Fuzheng Zhang; Wei Wu 014 (NAACL-HLT, 2021)

TITA: A Two-stage Interaction and Topic-Aware Text Matching Model. - Xingwu Sun; Yanling Cui; Hongyin Tang; Qiuyu Zhu; Fuzheng Zhang; Beihong Jin (NAACL-HLT, 2021)

Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks. - Yile Chen 001; Xiucheng Li; Gao Cong; Cheng Long 001; Zhifeng Bao; Shang Liu 005; Wanli Gu; Fuzheng Zhang (Proc. VLDB Endow., 2021)

Learning Graph Representation With Generative Adversarial Nets. - Hongwei Wang 004; Jialin Wang; Jia Wang 009; Miao Zhao; Weinan Zhang 001; Fuzheng Zhang; Wenjie Li 002; Xing Xie 001; Minyi Guo (IEEE Trans. Knowl. Data Eng., 2021)

CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Peng Wang 028; Meng Lin; Zijia Lin; Fuzheng Zhang; Songlin Hu 001 (CoRR, 2023)

Parrot: Enhancing Multi-Turn Chat Models by Learning to Ask Questions. - Yuchong Sun; Che Liu; Jinwen Huang; Ruihua Song; Fuzheng Zhang; Di Zhang; Zhongyuan Wang 006; Kun Gai (CoRR, 2023)

KwaiYiiMath: Technical Report. - Jia-Yi Fu; Lei Lin; Xiaoyang Gao; Pengli Liu; Zhengzong Chen; Zhirui Yang; Shengnan Zhang; Xue Zheng; Yan Li 043; Yuliang Liu; Xucheng Ye; Yiqiao Liao; et al. (CoRR, 2023)

HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning. - Yulan Hu; Zhirui Yang; Sheng Ouyang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

Do We Really Need Contrastive Learning for Graph Representation? - Yulan Hu; Sheng Ouyang; Jingyu Liu; Ge Chen 006; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

DialogBench: Evaluating LLMs as Human-like Dialogue Systems. - Jiao Ou; Junda Lu; Che Liu; Yihong Tang; Fuzheng Zhang; Di Zhang; Zhongyuan Wang 006; Kun Gai (CoRR, 2023)

Ask One More Time: Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios. - Lei Lin; Jia-Yi Fu; Pengli Liu; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Di Zhang; Kun Gai (CoRR, 2023)

Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries. - Shang Liu 005; Gao Cong; Kaiyu Feng; Wanli Gu; Fuzheng Zhang (Proc. ACM Manag. Data, 2023)

An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation. - Guina Wang; Fuzheng Zhang; Yiyang Chen; Guirong Weng; Hongtian Chen (IEEE Trans. Instrum. Meas., 2023)

Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation. - Zihao Zhao 004; Jiawei Chen 007; Sheng Zhou 004; Xiangnan He 001; Xuezhi Cao; Fuzheng Zhang; Wei Wu 014 (IEEE Trans. Knowl. Data Eng., 2023)

Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint. - Zhipeng Chen 001; Kun Zhou 002; Xin Zhao 018; Junchen Wan; Fuzheng Zhang; Di Zhang; Ji-Rong Wen (ACL (Findings), 2024)

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios. - Lei Lin; Jia-Yi Fu; Pengli Liu; Qingyang Li 001; Yan Gong; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Di Zhang; Kun Gai (ACL (Findings), 2024)

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models. - Yuchong Sun; Che Liu; Kun Zhou 002; Jinwen Huang; Ruihua Song; Xin Zhao 018; Fuzheng Zhang; Di Zhang; Kun Gai (ACL (1), 2024)

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. - Chenxi Sun; Hongzhi Zhang; Zijia Lin; Jingyuan Zhang; Fuzheng Zhang; Zhongyuan Wang 006; Bin Chen; Chengru Song; Di Zhang; Kun Gai; Deyi Xiong (LREC/COLING, 2024)

Advancing Latent Representation Ranking for Masked Graph Autoencoder. - Yulan Hu; Ge Chen 006; Sheng Ouyang; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Zhao Cao; Shangquan Wu; Yong Liu 018 (DASFAA (6), 2024)

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector. - Xiaoxue Cheng; Junyi Li; Xin Zhao 018; Hongzhi Zhang; Fuzheng Zhang; Di Zhang; Kun Gai; Ji-Rong Wen (EMNLP, 2024)

Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues. - Jiao Ou; Jiayu Wu; Che Liu; Fuzheng Zhang; Di Zhang; Kun Gai (EMNLP, 2024)

GFMAE: Self-Supervised GNN-Free Masked Autoencoders. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Yi Zhao 006; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (ICASSP, 2024)

DialogBench: Evaluating LLMs as Human-like Dialogue Systems. - Jiao Ou; Junda Lu; Che Liu; Yihong Tang; Fuzheng Zhang; Di Zhang; Kun Gai (NAACL-HLT, 2024)

Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models. - Kaiwen Wei; Jingyuan Zhang; Hongzhi Zhang; Fuzheng Zhang; Di Zhang; Li Jin 001; Yue Yu (CoRR, 2024)

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. - Shaohua Wang; Xing Xie 001; Yong Li 008; Danhuai Guo; Zhi Cai; Yu Liu 070; Yang Yue 001; Xiao Pan; Feng Lu 004; Huayi Wu; Zhipeng Gui; Zhiming Ding; et al. (CoRR, 2024)

Towards Comprehensive Preference Data Collection for Reward Modeling. - Yulan Hu; Qingyang Li 001; Sheng Ouyang; Ge Chen 006; Kaihui Chen; Lijun Mei; Xucheng Ye; Fuzheng Zhang; Yong Liu 018 (CoRR, 2024)

TSO: Self-Training with Scaled Preference Optimization. - Kaihui Chen; Hao Yi; Qingyang Li 001; Tianyu Qi; Yulan Hu; Fuzheng Zhang; Yong Liu 018 (CoRR, 2024)

ERABAL: Enhancing Role-Playing Agents through Boundary-Aware Learning. - Yihong Tang; Jiao Ou; Che Liu; Fuzheng Zhang; Di Zhang; Kun Gai (CoRR, 2024)

DMQR-RAG: Diverse Multi-Query Rewriting for RAG. - Zhicong Li; Jiahao Wang; Zhishu Jiang; Hangyu Mao; Zhongxia Chen; Jiazhen Du; Yuanxing Zhang; Fuzheng Zhang; Di Zhang; Yong Liu (CoRR, 2024)

Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models. - Hao Yi; Qingyang Li 001; Yulan Hu; Fuzheng Zhang; Di Zhang; Yong Liu 018 (CoRR, 2024)

Flexible Multifunctional Sensor for Robotic Perception: Integrating Material Recognition and Tactile Sensing. - Zuowei Wang; Fuzheng Zhang; Qijing Lin; Haolin Yang; Chenying Wang; Bian Tian; Libo Zhao 001; Ryutaro Maeda; Yael Hanein; Zhuangde Jiang (IEEE Trans. Instrum. Meas., 2024)

Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models. - Xinlong Chen; Yuanxing Zhang; Qiang Liu 006; Junfei Wu; Fuzheng Zhang; Tieniu Tan (ACL (Findings), 2025)

VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation. - Xinlong Chen; Yuanxing Zhang; Chongling Rao; Yushuo Guan; Jiaheng Liu; Fuzheng Zhang; Chengru Song; Qiang Liu 006; Di Zhang; Tieniu Tan (ACL (Findings), 2025)

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering. - Rong Cheng; Jinyi Liu 002; Yan Zheng 002; Fei Ni 001; Jiazhen Du; Hangyu Mao; Fuzheng Zhang; Bo Wang 027; Jianye Hao (ACL (1), 2025)

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos. - Fanheng Kong; Jingyuan Zhang; Hongzhi Zhang; Shi Feng 001; Daling Wang; Linhao Yu; Xingguang Ji; Yu Tian; Victoria W.; Fuzheng Zhang (ACL (1), 2025)

Towards Reward Fairness in RLHF: From a Resource Allocation Perspective. - Sheng Ouyang; Yulan Hu; Ge Chen 006; Qingyang Li 001; Fuzheng Zhang; Yong Liu 018 (ACL (1), 2025)

HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models. - Xiao Wang 056; Jingyun Hua; Weihong Lin; Yuanxing Zhang; Fuzheng Zhang; Jianlong Wu; Di Zhang; Liqiang Nie (ACL (1), 2025)

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search. - Linhao Yu; Xingguang Ji; Yahui Liu; Fanheng Kong; Chenxi Sun; Jingyuan Zhang; Hongzhi Zhang; Victoria W.; Fuzheng Zhang; Deyi Xiong (ACL (1), 2025)

Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models. - Haoran Lian; Junmin Chen; Wei Huang; Yizhe Xiong; Wenping Hu; Guiguang Ding; Hui Chen 013; Jianwei Niu 002; Zijia Lin; Fuzheng Zhang; Di Zhang (COLING, 2025)

Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models. - Kaiwen Wei; Jiang Zhong; Hongzhi Zhang; Fuzheng Zhang; Di Zhang; Li Jin 001; Yue Yu; Jingyuan Zhang (COLING, 2025)

SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. - Yibin Chen; Yifu Yuan; Zeyu Zhang; Yan Zheng 002; Jinyi Liu 002; Fei Ni 001; Jianye Hao; Hangyu Mao; Fuzheng Zhang (WWW, 2025)

An Active Contour Model Based on Fuzzy Superpixel Centers and Nonlinear Diffusion Filter for Instance Segmentation. - Yiyang Chen; Fuzheng Zhang; Guina Wang; Guirong Weng; Daniele Fontanelli (IEEE Trans. Instrum. Meas., 2025)

High-Accuracy, Wide-Dynamic Range Continuous FBG Interrogator Based on an AWG. - Yunjing Jiao; Qijing Lin; Kun Yao; Na Zhao 001; Chaoyi Tang; Dan Xian; Fuzheng Zhang; Qingzhi Meng; Feng Han; Zhuangde Jiang (IEEE Trans. Instrum. Meas., 2025)

SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin. - Hao Yi; Qingyang Li 001; Yulan Hu; Fuzheng Zhang; Di Zhang; Yong Liu 018 (CoRR, 2025)

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models. - Jinyi Liu 002; Yan Zheng 002; Rong Cheng; Qiyu Wu 006; Wei Guo; Fei Ni 001; Hebin Liang; Yifu Yuan; Hangyu Mao; Fuzheng Zhang; Jianye Hao (CoRR, 2025)

TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment. - Shicheng Li; Lei Li 039; Kun Ouyang; Shuhuai Ren; Yuanxin Liu; Yuanxing Zhang; Fuzheng Zhang; Lingpeng Kong; Qi Liu 049; Xu Sun 001 (CoRR, 2025)

Leanabell-Prover: Posttraining Scaling in Formal Reasoning. - Jingyuan Zhang; Qi Wang; Xingguang Ji; Yahui Liu; Yang Yue; Fuzheng Zhang; Di Zhang; Guorui Zhou; Kun Gai (CoRR, 2025)

Routing to the Right Expertise: A Trustworthy Judge for Instruction-based Image Editing. - Chenxi Sun; Hongzhi Zhang; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Mavors: Multi-granularity Video Representation for Multimodal Large Language Model. - Yang Shi 009; Jiaheng Liu; Yushuo Guan; Zhenhua Wu; Yuanxing Zhang; Zihao Wang; Weihong Lin; Jingyun Hua; Zekun Wang; Xinlong Chen; Bohan Zeng; Wentao Zhang 001; et al. (CoRR, 2025)

Capybara-OMNI: An Efficient Paradigm for Building Omni-Modal Language Models. - Xingguang Ji; Jiakang Wang; Hongzhi Zhang; Jingyuan Zhang; Haonan Zhou; Chenxi Sun; Yahui Liu; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Data Metabolism: An Efficient Data Design Schema For Vision Language Model. - Jingyuan Zhang; Hongzhi Zhang; Zhou Haonan; Chenxi Sun; Xingguang ji; Jiakang Wang; Fanheng Kong; Yahui Liu; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding. - Xiao Wang 056; Jianlong Wu; Zijia Lin; Fuzheng Zhang; Di Zhang; Liqiang Nie (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Clapper: Compact Learning and Video Representation in VLMs. - Lingyu Kong; Hongzhi Zhang; Jingyuan Zhang; Jianzhao Huang; Kunze Li; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval. - Fanheng Kong; Jingyuan Zhang; Yahui Liu; Hongzhi Zhang; Shi Feng 001; Xiaocui Yang; Daling Wang; Yu Tian; Victoria W.; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos. - Fanheng Kong; Jingyuan Zhang; Hongzhi Zhang; Shi Feng 001; Daling Wang; Linhao Yu; Xingguang Ji; Yu Tian; Qi Wang; Fuzheng Zhang (CoRR, 2025)

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning. - Gangwei Jiang; Yahui Liu; Zhaoyi Li; Qi Wang; Fuzheng Zhang; Linqi Song; Ying Wei 001; Defu Lian (CoRR, 2025)

DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding. - Hongzhi Zhang; Jingyuan Zhang; Xingguang Ji; Qi Wang; Fuzheng Zhang (CoRR, 2025)

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search. - Linhao Yu; Xinguang Ji; Yahui Liu; Fanheng Kong; Chenxi Sun; Jingyuan Zhang; Hongzhi Zhang; V. W.; Fuzheng Zhang; Deyi Xiong (CoRR, 2025)

PlanMoGPT: Flow-Enhanced Progressive Planning for Text to Motion Synthesis. - Chuhao Jin; Haosen Li; Bingzi Zhang; Che Liu; Xiting Wang; Ruihua Song; Wenbing Huang 001; Ying Qin; Fuzheng Zhang; Di Zhang (CoRR, 2025)

RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning. - Hongzhi Zhang; Jia Fu; Jingyuan Zhang; Kai Fu; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning. - Xingguang Ji; Yahui Liu; Qi Wang; Jingyuan Zhang; Yang Yue; Rui Shi; Chenxi Sun; Fuzheng Zhang; Guorui Zhou; Kun Gai (CoRR, 2025)

Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR. - Jiakang Wang; Runze Liu; Fuzheng Zhang; Xiu Li; Guorui Zhou (CoRR, 2025)

Agentic Reinforced Policy Optimization. - Guanting Dong; Hangyu Mao; Kai Ma; Licheng Bao; Yifei Chen 001; Zhongyuan Wang 006; Zhongxia Chen; Jiazhen Du; Huiyang Wang; Fuzheng Zhang; Guorui Zhou; Yutao Zhu 001; et al. (CoRR, 2025)

Klear-CodeTest: Scalable Test Case Generation for Code Reinforcement Learning. - Jia Fu; Xinyu Yang; Hongzhi Zhang; Yahui Liu; Jingyuan Zhang; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

AR-GRPO: Training Autoregressive Image Generation Models via Reinforcement Learning. - Shihao Yuan; Yahui Liu; Yang Yue; Jingyuan Zhang; Wangmeng Zuo; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization. - Zhenpeng Su; Leiyu Pan; Xue Bai; Dening Liu; Guanting Dong; Jiaming Huang; Wenping Hu; Fuzheng Zhang; Kun Gai; Guorui Zhou (CoRR, 2025)

An active contour model based on Kullback-Leibler divergence and morphology for image segmentation with edge leakage. - Zhen Li; Fuzheng Zhang; Guina Wang; Guirong Weng; Yiyang Chen (Signal Process., 2026)