Shuo Shang

Venues

Frequent coauthors

Papers

1. Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion
   AAAI 2026 ·

   Feng Guo

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2. DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
   ACL 2026 ·

   JunShuo Zhang

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3. Efficient Model-Agnostic Continual Learning for Next POI Recommendation
   ICDE 2026 ·

   Chenhao Wang

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4. FAVE: Flow-based Average Velocity Establishment for Sequential Recommendation
   SIGIR 2026 ·

   Ke Shi

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5. If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
   ACL 2026 ·

   Siqi Fan

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6. PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
   ACL 2026 ·

   Ruixiang Feng

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7. PC-PS: A Multi-Dimensional Point-Cloud Data Publish/Subscribe System
   ICDE 2026 ·

   Yuanchi Fan

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8. Region-Point Joint Representation for Effective Trajectory Similarity Learning
   AAAI 2026 ·

   Hao Long

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9. Semantic Publish/Subscribe Over Evolving Topics
   ICDE 2026 ·

   Yiming Yao

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10. App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation
    IJCAI 2025 ·

    Ke Li

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11. Beyond Locations: A Motion Range-Aware Similarity Join
    SIGKDD 2025 ·

    Ke Li

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12. Blurred Encoding for Trajectory Representation Learning
    SIGKDD 2025 ·

    Silin Zhou

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13. CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
    EMNLP 2025 ·

    Yifan Wang

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14. CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
    ACL 2025 ·

    Ruixiang Feng

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15. DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
    ACL 2025 ·

    Chuanqi Cheng

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16. Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation
    IJCAI 2025 ·

    Xuan Rao

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17. Generative Next POI Recommendation with Semantic ID
    SIGKDD 2025 ·

    Dongsheng Wang

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18. Grid and Road Expressions Are Complementary for Trajectory Representation Learning
    SIGKDD 2025 ·

    Silin Zhou

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19. Lock on Target! Precision Unlearning via Directional Control
    EMNLP 2025 ·

    Yuntao Wen

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20. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    ACL 2025 ·

    Xiaoqing Zhang

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21. Not All Layers of LLMs Are Necessary During Inference
    IJCAI 2025 ·

    Siqi Fan

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22. Parallel Online Similarity Join over Trajectory Streams
    WWW 2025 ·

    Zhongjun Ding

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23. Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
    ACL 2025 ·

    Siqi Fan

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24. Real-Time Single-Source Personalized PageRank Over Evolving Social Networks
    ICDE 2025 ·

    Sujun Shuai

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25. ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
    IJCAI 2025 ·

    Hongyu Wang

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26. Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation
    WWW 2025 ·

    Xuan Rao

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27. TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference
    IJCAI 2025 ·

    Hongyu Wang

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28. TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
    EMNLP 2025 ·

    Chengrui Huang

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29. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    ACL 2025 ·

    Xiaoqing Zhang

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30. "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    EMNLP 2024 ·

    Chuanqi Cheng

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31. 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
    ACL 2024 ·

    Shen Gao

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32. CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
    NeurIPS 2024 ·

    Shuqi Li

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33. CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
    ACL 2024 ·

    Quan Tu

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34. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    ACL 2024 ·

    Hongda Sun

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35. Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
    WWW 2024 ·

    Hongda Sun

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36. KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
    AAAI 2024 ·

    Zhen Chen

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37. Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
    ACL 2024 ·

    Shihan Deng

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38. MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding
    EMNLP 2024 ·

    Qinzhuo Wu

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39. Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets
    SIGKDD 2024 ·

    Chenhao Wang

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40. RED: Effective Trajectory Representation Learning with Comprehensive Information
    VLDB 2024 ·

    Silin Zhou

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41. ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation
    SIGKDD 2024 ·

    Shanshan Feng

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