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Tong Xu

University of Science and Technology of China, Hefei, China

47 papers at tracked venues · 34 at CORE A* · active 2024–2026

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Venues

ACL ×10EMNLP ×10WWW ×5AAAI ×4SIGIR ×4SIGKDD ×4ACM MM ×3CIKM ×2NeurIPS ×2CVPR ×1EACL ×1ICDE ×1

Frequent coauthors

Derong Xu
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Yuanjie Lyu
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Xiangfeng Wang
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Wei Chen
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Fake Lin
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Qi Liu
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Pengfei Luo
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Chao Zhang
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Bo Peng
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Ziwei Liu
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Shuochen Liu
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Fengxian Dong
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Papers

  1. How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective
    AAAI 2026 ·
    Bo Peng
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  2. LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training
    SIGIR 2026 ·
    Ziwei Liu
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  3. Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
    ACL 2026 ·
    Derong Xu
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  4. Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning
    AAAI 2026 ·
    Shuochen Liu
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  5. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
    ACL 2026 ·
    Fengxian Dong
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  6. Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards
    ACL 2026 ·
    Yuanjie Lyu
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  7. MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules
    ACL 2026 · Tong Xu
  8. PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering
    ACL 2026 ·
    Xiangfeng Wang
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  9. ProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory
    SIGIR 2026 ·
    Derong Xu
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  10. STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering
    SIGIR 2026 ·
    Wei Chen
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  11. To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination
    EACL 2026 ·
    Jing Ke
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  12. Token-level Collaborative Alignment for LLM-based Generative Recommendation
    WWW 2026 ·
    Fake Lin
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  13. Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps
    SIGKDD 2026 ·
    Deqiang Huang
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  14. VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
    ACL 2026 ·
    Junda Lin
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  15. AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
    ACL 2025 ·
    Qi Liu
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  16. DepFormer: A Unified Framework with Bimodal Collaborative Transformer for Depression Detection
    ACM MM 2025 ·
    Fangyuan Liu
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  17. Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs
    EMNLP 2025 ·
    Wei Chen
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  18. From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
    EMNLP 2025 ·
    Xiangfeng Wang
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  19. GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems
    SIGKDD 2025 ·
    Sheng Zhang
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  20. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
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  21. ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
    WWW 2025 ·
    Pengfei Luo
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  22. Multi-Branch Self-Drafting for LLM Inference Acceleration
    AAAI 2025 ·
    Zipeng Gao
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  23. NoteLLM-2: Multimodal Large Representation Models for Recommendation
    SIGKDD 2025 ·
    Chao Zhang
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  24. PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
    SIGIR 2025 ·
    Zihan Niu
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  25. SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
    NeurIPS 2025 ·
    Zenan Ying
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  26. Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks
    ACL 2025 ·
    Yuanjie Lyu
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  27. Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection
    EMNLP 2025 ·
    Yuhao Chen
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  28. Think and Recall: Layer-Level Prompting for Lifelong Model Editing
    EMNLP 2025 ·
    Jinke Wang
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  29. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
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  30. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
    ACL 2025 ·
    Zheyong Xie
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  31. A Multi-scale Feature Learning Network with Optical Flow Correction for Micro- and Macro-expression Spotting
    ACM MM 2024 ·
    Zhengye Zhang
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  32. Bridging Gaps in Content and Knowledge for Multimodal Entity Linking
    ACM MM 2024 ·
    Pengfei Luo
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  33. Collaboration-Aware Hybrid Learning for Knowledge Development Prediction
    WWW 2024 ·
    Liyi Chen
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  34. Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition
    EMNLP 2024 ·
    Wei Chen
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  35. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
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  36. FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
    EMNLP 2024 ·
    Junyi Zhu
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  37. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding
    EMNLP 2024 ·
    Ziqi Wang
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  38. In-Context Former: Lightning-fast Compressing Context for Large Language Model
    EMNLP 2024 ·
    Xiangfeng Wang
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  39. Large Language Model based Long-tail Query Rewriting in Taobao Search
    WWW 2024 ·
    Wenjun Peng
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  40. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
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  41. NoteLLM: A Retrievable Large Language Model for Note Recommendation
    WWW 2024 ·
    Chao Zhang
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  42. Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
    EMNLP 2024 ·
    Yuanjie Lyu
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  43. Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations
    ICDE 2024 ·
    Rui Zha
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  44. UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models
    CIKM 2024 ·
    Qi Liu
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  45. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
    NeurIPS 2024 ·
    Shiwei Wu
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  46. Visualization Recommendation with Prompt-based Reprogramming of Large Language Models
    ACL 2024 ·
    Xinhang Li
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  47. When Box Meets Graph Neural Network in Tag-aware Recommendation
    SIGKDD 2024 ·
    Fake Lin
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