PPaperPicks

Shuo Shang

41 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1117-2890 ↗Homepage ↗

Venues

ACL ×12SIGKDD ×6EMNLP ×5IJCAI ×5ICDE ×4AAAI ×3WWW ×3NeurIPS ×1SIGIR ×1VLDB ×1

Frequent coauthors

Lisi Chen
×19
Shen Gao
×11
Rui Yan
×10
Peng Han
×8
Christian S. Jensen
×6
Silin Zhou
×5
Feng Guo
×4
Chengrui Huang
×4
Yifan Wang
×4
Hongda Sun
×4
Wei Liu
×4
Jian Luan
×4

Papers

  1. Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion
    AAAI 2026 ·
    Feng Guo
    ,
    Yuntao Wen
    ,
    Shen Gao
    ,
    Junshuo Zhang
    , Shuo Shang
  2. DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
    ACL 2026 ·
    JunShuo Zhang
    ,
    Chengrui Huang
    ,
    Feng Guo
    ,
    Zihan Li
    ,
    Ke Shi
    ,
    Menghua Jiang
    ,
    Jiguo Yu
    , Shuo Shang,
    Shen Gao
  3. Efficient Model-Agnostic Continual Learning for Next POI Recommendation
    ICDE 2026 ·
    Chenhao Wang
    ,
    Shanshan Feng
    ,
    Lisi Chen
    ,
    Fan Li
    , Shuo Shang
  4. FAVE: Flow-based Average Velocity Establishment for Sequential Recommendation
    SIGIR 2026 ·
    Ke Shi
    ,
    Yao Zhang
    ,
    Feng Guo
    ,
    Jinyuan Zhang
    ,
    JunShuo Zhang
    ,
    Shen Gao
    , Shuo Shang
  5. If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
    ACL 2026 ·
    Siqi Fan
    ,
    Xiusheng Huang
    ,
    Yiqun Yao
    ,
    Xuezhi Fang
    ,
    Kang Liu
    ,
    Peng Han
    , Shuo Shang,
    Aixin Sun
    ,
    Yequan Wang
  6. PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
    ACL 2026 ·
    Ruixiang Feng
    ,
    Yuntao Wen
    ,
    Silin Zhou
    ,
    Ke Shi
    ,
    Yifan Wang
    ,
    Ran Le
    ,
    Zhenwei An
    ,
    Zongchao Chen
    ,
    Chen Yang
    ,
    Guangyue Peng
    ,
    Yiming Jia
    ,
    Dongsheng Wang
    ,
    Tao Zhang
    ,
    Lisi Chen
    ,
    Yang Song
    ,
    Shen Gao
    , Shuo Shang
  7. PC-PS: A Multi-Dimensional Point-Cloud Data Publish/Subscribe System
    ICDE 2026 ·
    Yuanchi Fan
    ,
    Lisi Chen
    , Shuo Shang,
    Christian S. Jensen
  8. Region-Point Joint Representation for Effective Trajectory Similarity Learning
    AAAI 2026 ·
    Hao Long
    ,
    Silin Zhou
    ,
    Lisi Chen
    , Shuo Shang
  9. Semantic Publish/Subscribe Over Evolving Topics
    ICDE 2026 ·
    Yiming Yao
    ,
    Lisi Chen
    , Shuo Shang
  10. App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation
    IJCAI 2025 ·
    Ke Li
    ,
    Leong Hou U
    , Shuo Shang
  11. Beyond Locations: A Motion Range-Aware Similarity Join
    SIGKDD 2025 ·
    Ke Li
    ,
    Lisi Chen
    , Shuo Shang,
    Christian S. Jensen
    ,
    Panos Kalnis
  12. Blurred Encoding for Trajectory Representation Learning
    SIGKDD 2025 ·
    Silin Zhou
    ,
    Yao Chen
    , Shuo Shang,
    Lisi Chen
    ,
    Bingsheng He
    ,
    Ryosuke Shibasaki
  13. CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
    EMNLP 2025 ·
    Yifan Wang
    ,
    Shen Gao
    ,
    Jiabao Fang
    ,
    Rui Yan
    ,
    Billy Chiu
    , Shuo Shang
  14. CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
    ACL 2025 ·
    Ruixiang Feng
    ,
    Shen Gao
    ,
    Xiuying Chen
    ,
    Lisi Chen
    , Shuo Shang
  15. DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
    ACL 2025 ·
    Chuanqi Cheng
    ,
    Hongda Sun
    ,
    Bo Du
    , Shuo Shang,
    Xinrong Hu
    ,
    Rui Yan
  16. Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation
    IJCAI 2025 ·
    Xuan Rao
    , Shuo Shang,
    Lisi Chen
    ,
    Renhe Jiang
    ,
    Peng Han
  17. Generative Next POI Recommendation with Semantic ID
    SIGKDD 2025 ·
    Dongsheng Wang
    ,
    Yuxi Huang
    ,
    Shen Gao
    ,
    Yifan Wang
    ,
    Chengrui Huang
    , Shuo Shang
  18. Grid and Road Expressions Are Complementary for Trajectory Representation Learning
    SIGKDD 2025 ·
    Silin Zhou
    , Shuo Shang,
    Lisi Chen
    ,
    Peng Han
    ,
    Christian S. Jensen
  19. Lock on Target! Precision Unlearning via Directional Control
    EMNLP 2025 ·
    Yuntao Wen
    ,
    Ruixiang Feng
    ,
    Feng Guo
    ,
    Yifan Wang
    ,
    Ran Le
    ,
    Yang Song
    ,
    Shen Gao
    , Shuo Shang
  20. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    ACL 2025 ·
    Xiaoqing Zhang
    ,
    Ang Lv
    ,
    Yuhan Liu
    ,
    Flood Sung
    ,
    Wei Liu
    ,
    Jian Luan
    , Shuo Shang,
    Xiuying Chen
    ,
    Rui Yan
  21. Not All Layers of LLMs Are Necessary During Inference
    IJCAI 2025 ·
    Siqi Fan
    ,
    Xin Jiang
    ,
    Xiang Li
    ,
    Xuying Meng
    ,
    Peng Han
    , Shuo Shang,
    Aixin Sun
    ,
    Yequan Wang
  22. Parallel Online Similarity Join over Trajectory Streams
    WWW 2025 ·
    Zhongjun Ding
    ,
    Ke Li
    ,
    Lisi Chen
    , Shuo Shang
  23. Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
    ACL 2025 ·
    Siqi Fan
    ,
    Xuezhi Fang
    ,
    Xingrun Xing
    ,
    Peng Han
    , Shuo Shang,
    Yequan Wang
  24. Real-Time Single-Source Personalized PageRank Over Evolving Social Networks
    ICDE 2025 ·
    Sujun Shuai
    ,
    Xuan Rao
    ,
    Lisi Chen
    , Shuo Shang,
    Shen Gao
  25. ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
    IJCAI 2025 ·
    Hongyu Wang
    ,
    Lisi Chen
    , Shuo Shang,
    Peng Han
    ,
    Christian S. Jensen
  26. Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation
    WWW 2025 ·
    Xuan Rao
    , Shuo Shang,
    Renhe Jiang
    ,
    Peng Han
    ,
    Lisi Chen
  27. TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference
    IJCAI 2025 ·
    Hongyu Wang
    ,
    Lisi Chen
    , Shuo Shang
  28. TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
    EMNLP 2025 ·
    Chengrui Huang
    ,
    Shen Gao
    ,
    Zhengliang Shi
    ,
    Dongsheng Wang
    , Shuo Shang
  29. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    ACL 2025 ·
    Xiaoqing Zhang
    ,
    Yuhan Liu
    ,
    Flood Sung
    ,
    Xiuying Chen
    , Shuo Shang,
    Rui Yan
  30. "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    EMNLP 2024 ·
    Chuanqi Cheng
    ,
    Quan Tu
    ,
    Wei Wu
    , Shuo Shang,
    Cunli Mao
    ,
    Zhengtao Yu
    ,
    Rui Yan
  31. 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
    ACL 2024 ·
    Shen Gao
    ,
    Hao Li
    ,
    Zhengliang Shi
    ,
    Chengrui Huang
    ,
    Quan Tu
    , Shuo Shang,
    Zhiliang Tian
    ,
    Minlie Huang
  32. CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
    NeurIPS 2024 ·
    Shuqi Li
    ,
    Yuebo Sun
    ,
    Yuxin Lin
    ,
    Xin Gao
    , Shuo Shang,
    Rui Yan
  33. CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
    ACL 2024 ·
    Quan Tu
    ,
    Shilong Fan
    ,
    Zihang Tian
    ,
    Tianhao Shen
    , Shuo Shang,
    Xin Gao
    ,
    Rui Yan
  34. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    ACL 2024 ·
    Hongda Sun
    ,
    Weikai Xu
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Bin Wang
    , Shuo Shang,
    Ji-Rong Wen
    ,
    Rui Yan
  35. Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
    WWW 2024 ·
    Hongda Sun
    ,
    Yuxuan Liu
    ,
    Chengwei Wu
    ,
    Haiyu Yan
    ,
    Cheng Tai
    ,
    Xin Gao
    , Shuo Shang,
    Rui Yan
  36. KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
    AAAI 2024 ·
    Zhen Chen
    ,
    Dalin Zhang
    ,
    Shanshan Feng
    ,
    Kaixuan Chen
    ,
    Lisi Chen
    ,
    Peng Han
    , Shuo Shang
  37. Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
    ACL 2024 ·
    Shihan Deng
    ,
    Weikai Xu
    ,
    Hongda Sun
    ,
    Wei Liu
    ,
    Tao Tan
    ,
    Jianfeng Liu
    ,
    Ang Li
    ,
    Jian Luan
    ,
    Bin Wang
    ,
    Rui Yan
    , Shuo Shang
  38. MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding
    EMNLP 2024 ·
    Qinzhuo Wu
    ,
    Weikai Xu
    ,
    Wei Liu
    ,
    Tao Tan
    ,
    Jianfeng Liu
    ,
    Ang Li
    ,
    Jian Luan
    ,
    Bin Wang
    , Shuo Shang
  39. Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets
    SIGKDD 2024 ·
    Chenhao Wang
    ,
    Lisi Chen
    , Shuo Shang,
    Christian S. Jensen
    ,
    Panos Kalnis
  40. RED: Effective Trajectory Representation Learning with Comprehensive Information
    VLDB 2024 ·
    Silin Zhou
    , Shuo Shang,
    Lisi Chen
    ,
    Christian S. Jensen
    ,
    Panos Kalnis
  41. ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation
    SIGKDD 2024 ·
    Shanshan Feng
    ,
    Feiyu Meng
    ,
    Lisi Chen
    , Shuo Shang,
    Yew Soon Ong