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← Authors

Fuzheng Zhang

35 papers · 2018–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🌍 Conference Polyglot (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) πŸƒ Academic Marathon (7)
πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (9) 🀝 Dynamic Duo (12) πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ’Ž Century Club (33) πŸ—ƒοΈ Keyword Collector (184) ⚑ Prolific Year (10) ❓ The Questioner (2)

Conferences

ACL (13) EMNLP (8) COLING (4) IJCAI (3) NAACL (3) AAAI (2) IJCNLP (2)

Top co-authors

Di Zhang (12) Wei Wu (7) Kun Gai (7) Hongzhi Zhang (7) Sirui Wang (6) Hongyin Tang (5) Beihong Jin (5) Xingwu Sun (5) Zhongyuan Wang (5) Jingyuan Zhang (4)

Keywords

large language model (8) video captioning (4) video understanding (3) attention mechanism (3) document retrieval (3) instruction tuning (3) action recognition (2) multimodal large language model (2) text-to-video generation (2) preference learning (2) reinforcement learning (2) mathematical reasoning (2) self-supervised learning (2) benchmark evaluation (2) instruction following (2) question answering (2) contrastive learning (2) preference optimization (2) dense retrieval (2) language model (2)

Papers

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026 CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning ACL 2026 Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models COLING 2025 Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025 What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025 TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ACL 2025 Towards Reward Fairness in RLHF: From a Resource Allocation Perspective ACL 2025 Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025 HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ACL 2025 VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation ACL 2025 SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin EMNLP 2025 Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024 Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024 Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues EMNLP 2024 DialogBench: Evaluating LLMs as Human-like Dialogue Systems NAACL 2024 Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024 Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024 A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking AAAI 2021 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval ACL 2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021 Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism EMNLP 2021 Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval IJCNLP 2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021 ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction NAACL 2021 TITA: A Two-stage Interaction and Topic-Aware Text Matching Model NAACL 2021 Table Fact Verification with Structure-Aware Transformer EMNLP 2020 Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension COLING 2020 Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis IJCAI 2019 Sequential Recommender System based on Hierarchical Attention Networks IJCAI 2018 Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018