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Fuzheng Zhang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

68

Venues

14

Active years

2013–2026

Best venue rank

A*

Where they publish

Papers

68 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment.Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2026ACLCE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning.Zhenpeng Su, Leiyu Pan, Minxuan Lv, Yuntao Li, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou
2026WWWToward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning.Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025ACLDualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering.Rong Cheng, Jinyi Liu, Yan Zheng, Fei Ni, Jiazhen Du, Hangyu Mao, Fuzheng Zhang, Bo Wang, Jianye Hao
2025ACLMixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models.Xinlong Chen, Yuanxing Zhang, Qiang Liu, Junfei Wu, Fuzheng Zhang, Tieniu Tan
2025ACLVidCapBench: 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, Di Zhang, Tieniu Tan
2025ACLTUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos.Fanheng Kong, Jingyuan Zhang, Hongzhi Zhang, Shi Feng, Daling Wang, Linhao Yu, Xingguang Ji, Yu Tian, Victoria W., Fuzheng Zhang
2025ACLTowards Reward Fairness in RLHF: From a Resource Allocation Perspective.Sheng Ouyang, Yulan Hu, Ge Chen, Qingyang Li, Fuzheng Zhang, Yong Liu
2025ACLHAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models.Xiao Wang, Jingyun Hua, Weihong Lin, Yuanxing Zhang, Fuzheng Zhang, Jianlong Wu, Di Zhang, Liqiang Nie
2025ACLEvaluating 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
2025COLINGBreaking 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, Jianwei Niu, Zijia Lin, Fuzheng Zhang, Di Zhang
2025COLINGChain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models.Kaiwen Wei, Jiang Zhong, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Li Jin, Yue Yu, Jingyuan Zhang
2025EMNLPWhat Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning.Gangwei Jiang, Yahui Liu, Zhaoyi Li, Wei Bi, Fuzheng Zhang, Linqi Song, Ying Wei, Defu Lian
2025EMNLPSPPD: Self-training with Process Preference Learning Using Dynamic Value Margin.Hao Yi, Qingyang Li, Yulan Hu, Fuzheng Zhang, Di Zhang, Yong Liu
2025WWWSheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models.Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang
2024ACLImproving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.Zhipeng Chen, Kun Zhou, Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen
2024ACLJust Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios.Lei Lin, Jia-Yi Fu, Pengli Liu, Qingyang Li, Yan Gong, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai
2024ACLParrot: Enhancing Multi-Turn Instruction Following for Large Language Models.Yuchong Sun, Che Liu, Kun Zhou, Jinwen Huang, Ruihua Song, Xin Zhao, Fuzheng Zhang, Di Zhang, Kun Gai
2024COLINGDecoding 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, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong
2024DASFAAAdvancing Latent Representation Ranking for Masked Graph Autoencoder.Yulan Hu, Ge Chen, Sheng Ouyang, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Zhao Cao, Shangquan Wu, Yong Liu
2024EMNLPSmall Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector.Xiaoxue Cheng, Junyi Li, Xin Zhao, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Kun Gai, Ji-Rong Wen
2024EMNLPInductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues.Jiao Ou, Jiayu Wu, Che Liu, Fuzheng Zhang, Di Zhang, Kun Gai
2024ICASSPGFMAE: Self-Supervised GNN-Free Masked Autoencoders.Yulan Hu, Sheng Ouyang, Zhirui Yang, Yi Zhao, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu
2024NAACLDialogBench: Evaluating LLMs as Human-like Dialogue Systems.Jiao Ou, Junda Lu, Che Liu, Yihong Tang, Fuzheng Zhang, Di Zhang, Kun Gai
2021AAAIA Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking.Hongyin Tang, Xingwu Sun, Beihong Jin, Fuzheng Zhang
2021ACLImproving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval.Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu
2021ACLConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer.Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu
2021CIKMDisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He
2021EMNLPEnhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism.Xingwu Sun, Yanling Cui, Hongyin Tang, Fuzheng Zhang, Beihong Jin, Shi Wang
2021EMNLPLarge-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, Weiran Xu
2021EMNLPVirtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
2021NAACLASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction.Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu
2021NAACLTITA: A Two-stage Interaction and Topic-Aware Text Matching Model.Xingwu Sun, Yanling Cui, Hongyin Tang, Qiuyu Zhu, Fuzheng Zhang, Beihong Jin
2020CIKMStructural Relationship Representation Learning with Graph Embedding for Personalized Product Search.Shang Liu, Wanli Gu, Gao Cong, Fuzheng Zhang
2020CIKMMulti-modal Knowledge Graphs for Recommender Systems.Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng
2020CIKMTABLE: A Task-Adaptive BERT-based ListwisE Ranking Model for Document Retrieval.Xingwu Sun, Hongyin Tang, Fuzheng Zhang, Yanling Cui, Beihong Jin, Zhongyuan Wang
2020CIKMQuery-aware Tip Generation for Vertical Search.Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang
2020CIKMS3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020CIKMLeveraging Historical Interaction Data for Improving Conversational Recommender System.Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020COLINGLearn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension.Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
2020EMNLPTable Fact Verification with Structure-Aware Transformer.Hongzhi Zhang, Yingyao Wang, Sirui Wang, Xuezhi Cao, Fuzheng Zhang, Zhongyuan Wang
2020ICDMSTGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Enhong Chen, Hongwei Wang, Jianhui Ma, Qi Liu
2019IJCAIEarlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis.Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang
2019KDDKnowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems.Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang
2019WWWMulti-Task Feature Learning for Knowledge Graph Enhanced Recommendation.Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
2018AAAIGraphGAN: Graph Representation Learning With Generative Adversarial Nets.Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo
2018CIKMRippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems.Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
2018IJCAITowards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
2018IJCAISequential Recommender System based on Hierarchical Attention Networks.Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu
2018KDDxDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems.Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun
2018KDDTranscribing Content from Structural Images with Spotlight Mechanism.Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu
2018WWWDKN: Deep Knowledge-Aware Network for News Recommendation.Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo
2018WWWDRN: A Deep Reinforcement Learning Framework for News Recommendation.Guanjie Zheng, Fuzheng Zhang, Zihan Zheng, Yang Xiang, Nicholas Jing Yuan, Xing Xie, Zhenhui Li
2018WSDMSHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu
2017KSEMA Multifaceted Model for Cross Domain Recommendation Systems.Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
2017WWWCCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems.Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
2017WWWRestaurant Survival Analysis with Heterogeneous Information.Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
2017WWWSequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He
2017WSDMBeyond the Words: Predicting User Personality from Heterogeneous Information.Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma
2016ICDMRegularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation.Defu Lian, Zhenyu Zhang, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie
2016KDDCollaborative Knowledge Base Embedding for Recommender Systems.Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie, Wei-Ying Ma
2016WWWExploiting Dining Preference for Restaurant Recommendation.Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui
2016WSDMWho Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions.Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, Chin-Yew Lin, Yong Rui
2015ICDMContent-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.Defu Lian, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie, Tao Zhou, Yong Rui
2015WWWA Novelty-Seeking based Dining Recommender System.Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie, Enhong Chen, Xiaofang Zhou
2015WSDMYou Are Where You Go: Inferring Demographic Attributes from Location Check-ins.Yuan Zhong, Nicholas Jing Yuan, Wen Zhong, Fuzheng Zhang, Xing Xie
2014WWWMining novelty-seeking trait across heterogeneous domains.Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie
2013ICDMReconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach.Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun