| 2026 | AAAI | Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion. | Feng Guo, Yuntao Wen, Shen Gao, Junshuo Zhang, Shuo Shang |
| 2026 | AAAI | Region-Point Joint Representation for Effective Trajectory Similarity Learning. | Hao Long, Silin Zhou, Lisi Chen, Shuo Shang |
| 2026 | ACL | If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs. | Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang |
| 2026 | ACL | PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. | 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 |
| 2026 | ACL | DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents. | JunShuo Zhang, Chengrui Huang, Feng Guo, Zihan Li, Ke Shi, Menghua Jiang, Jiguo Yu, Shuo Shang, Shen Gao |
| 2026 | ICDE | PC-PS: A Multi-Dimensional Point-Cloud Data Publish/Subscribe System. | Yuanchi Fan, Lisi Chen, Shuo Shang, Christian S. Jensen |
| 2026 | ICDE | Efficient Model-Agnostic Continual Learning for Next POI Recommendation. | Chenhao Wang, Shanshan Feng, Lisi Chen, Fan Li, Shuo Shang |
| 2026 | ICDE | Semantic Publish/Subscribe Over Evolving Topics. | Yiming Yao, Lisi Chen, Shuo Shang |
| 2026 | SIGIR | FAVE: Flow-based Average Velocity Establishment for Sequential Recommendation. | Ke Shi, Yao Zhang, Feng Guo, Jinyuan Zhang, JunShuo Zhang, Shen Gao, Shuo Shang |
| 2025 | ACL | Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency. | Siqi Fan, Xuezhi Fang, Xingrun Xing, Peng Han, Shuo Shang, Yequan Wang |
| 2025 | ACL | DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions. | Chuanqi Cheng, Hongda Sun, Bo Du, Shuo Shang, Xinrong Hu, Rui Yan |
| 2025 | ACL | CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis. | Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang |
| 2025 | ACL | More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. | Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Jian Luan, Shuo Shang, Xiuying Chen, Rui Yan |
| 2025 | ACL | Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement. | Xiaoqing Zhang, Yuhan Liu, Flood Sung, Xiuying Chen, Shuo Shang, Rui Yan |
| 2025 | DASFAA | DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-Level. | Yifan Wang, Shen Gao, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang |
| 2025 | DASFAA | An Immersing Oriented Role-Playing Framework with Duplex Relationship Modeling. | Yuntao Wen, Shen Gao, Chengrui Huang, Yifan Wang, Shuo Shang |
| 2025 | EMNLP | TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation. | Chengrui Huang, Shen Gao, Zhengliang Shi, Dongsheng Wang, Shuo Shang |
| 2025 | EMNLP | CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback. | Yifan Wang, Shen Gao, Jiabao Fang, Rui Yan, Billy Chiu, Shuo Shang |
| 2025 | EMNLP | Lock on Target! Precision Unlearning via Directional Control. | Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang |
| 2025 | ICDE | Real-Time Single-Source Personalized PageRank Over Evolving Social Networks. | Sujun Shuai, Xuan Rao, Lisi Chen, Shuo Shang, Shen Gao |
| 2025 | IJCAI | Not All Layers of LLMs Are Necessary During Inference. | Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang |
| 2025 | IJCAI | App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation. | Ke Li, Leong Hou U, Shuo Shang |
| 2025 | IJCAI | Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation. | Xuan Rao, Shuo Shang, Lisi Chen, Renhe Jiang, Peng Han |
| 2025 | IJCAI | ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting. | Hongyu Wang, Lisi Chen, Shuo Shang, Peng Han, Christian S. Jensen |
| 2025 | IJCAI | TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference. | Hongyu Wang, Lisi Chen, Shuo Shang |
| 2025 | KDD | Beyond Locations: A Motion Range-Aware Similarity Join. | Ke Li, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis |
| 2025 | KDD | Generative Next POI Recommendation with Semantic ID. | Dongsheng Wang, Yuxi Huang, Shen Gao, Yifan Wang, Chengrui Huang, Shuo Shang |
| 2025 | KDD | Blurred Encoding for Trajectory Representation Learning. | Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki |
| 2025 | KDD | Grid and Road Expressions Are Complementary for Trajectory Representation Learning. | Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen |
| 2025 | WWW | Parallel Online Similarity Join over Trajectory Streams. | Zhongjun Ding, Ke Li, Lisi Chen, Shuo Shang |
| 2025 | WWW | Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation. | Xuan Rao, Shuo Shang, Renhe Jiang, Peng Han, Lisi Chen |
| 2024 | AAAI | KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. | Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang |
| 2024 | ACL | Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. | Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang |
| 2024 | ACL | 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System. | Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang |
| 2024 | ACL | DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. | Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan |
| 2024 | ACL | CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. | Quan Tu, Shilong Fan, Zihang Tian, Tianhao Shen, Shuo Shang, Xin Gao, Rui Yan |
| 2024 | DASFAA | Flexible Contact Correlation Learning on Spatio-Temporal Trajectories. | Chenhao Wang, Lisi Chen, Shanshan Feng, Shuo Shang |
| 2024 | DASFAA | Simulating Individual Infection Risk over Big Trajectory Data. | Haiyan Wang, Shanshan Feng, Lisi Chen, Yang Liu, Shuo Shang |
| 2024 | EMNLP | "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. | Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan |
| 2024 | EMNLP | MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. | Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang |
| 2024 | KDD | ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation. | Shanshan Feng, Feiyu Meng, Lisi Chen, Shuo Shang, Yew Soon Ong |
| 2024 | KDD | Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets. | Chenhao Wang, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis |
| 2024 | WWW | Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. | Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan |
| 2023 | AAAI | Next POI Recommendation with Dynamic Graph and Explicit Dependency. | Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han |
| 2023 | AAAI | GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM. | Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han |
| 2023 | AAAI | Heterogeneous Region Embedding with Prompt Learning. | Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han |
| 2023 | WWW | EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation. | Xiaobing Pang, Yequan Wang, Siqi Fan, Lisi Chen, Shuo Shang, Peng Han |
| 2022 | AAAI | GNN-Retro: Retrosynthetic Planning with Graph Neural Networks. | Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang |
| 2022 | IJCAI | Interactive Information Extraction by Semantic Information Graph. | Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han |
| 2022 | IJCAI | Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects. | Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao |
| 2022 | IJCAI | FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting. | Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han |
| 2022 | KDD | MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting. | Dachuan Liu, Jin Wang, Shuo Shang, Peng Han |
| 2022 | KDD | Graph-Flashback Network for Next Location Recommendation. | Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han |
| 2022 | MMSP | Scene Re-ranking for Recommendation. | Peng Han, Shuo Shang |
| 2022 | MMSP | Multiple Behaviors Recommendation with Graph Learning. | Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang |
| 2021 | AAAI | Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage. | Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang |
| 2021 | ICDE | Node2LV: Squared Lorentzian Representations for Node Proximity. | Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang |
| 2021 | IJCAI | Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data. | Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis |
| 2021 | IJCAI | Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams. | Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao |
| 2021 | KDD | A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks. | Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang |
| 2020 | AAAI | Real-Time Route Search by Locations. | Lisi Chen, Shuo Shang, Tao Guo |
| 2020 | AAAI | Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks. | Lisi Chen, Shuo Shang, Bin Yao, Jing Li |
| 2020 | ICDE | Parallel Semantic Trajectory Similarity Join. | Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis |
| 2020 | ICDE | Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. | Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao |
| 2020 | IJCAI | Contextualized Point-of-Interest Recommendation. | Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang |
| 2020 | IJCAI | Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips. | Ke Li, Lisi Chen, Shuo Shang |
| 2020 | WWW | MetaNER: Named Entity Recognition with Meta-Learning. | Jing Li, Shuo Shang, Ling Shao |
| 2019 | AAAI | Preference-Aware Task Assignment in Spatial Crowdsourcing. | Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng |
| 2019 | AAAI | Region-Based Message Exploration over Spatio-Temporal Data Streams. | Lisi Chen, Shuo Shang |
| 2019 | AAAI | Submodular Optimization over Streams with Inhomogeneous Decays. | Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang |
| 2019 | ICDE | Accelerate MaxBRkNN Search by kNN Estimation. | Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang |
| 2019 | ICDE | Cluster-Based Subscription Matching for Geo-Textual Data Streams. | Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis |
| 2019 | ICDE | LCJoin: Set Containment Join via List Crosscutting. | Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao |
| 2019 | ICDE | AUC-MF: Point of Interest Recommendation with AUC Maximization. | Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis |
| 2019 | ICDE | Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. | Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang |
| 2019 | IJCAI | Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks. | Jing Li, Deheng Ye, Shuo Shang |
| 2019 | IJCAI | Toward Efficient Navigation of Massive-Scale Geo-Textual Streams. | Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao |
| 2019 | KDD | Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation. | Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Zhiwei Zhang, Ling Shao |
| 2019 | KDD | GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization. | Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis |
| 2018 | DASFAA | Distributed In-Memory Analytics for Big Temporal Data. | Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo |
| 2018 | ICDE | Flexible Aggregate Nearest Neighbor Queries in Road Networks. | Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo |
| 2018 | ICDE | Location-Aware Top-k Term Publish/Subscribe. | Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis |
| 2018 | ICDE | Searching Trajectories by Regions of Interest. | Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis |
| 2018 | KDD | REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. | Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng |
| 2018 | SIGMOD | TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs. | Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen |
| 2017 | ICDE | Collective Travel Planning in Spatial Networks. | Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis |
| 2017 | WISE | Location-Based Top-k Term Querying over Sliding Window. | Ying Xu, Lisi Chen, Bin Yao, Shuo Shang, Shunzhi Zhu, Kai Zheng, Fang Li |
| 2016 | APWEB | Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks. | Shuo Shang, Zhewei Wei, Ji-Rong Wen, Shunzhi Zhu |
| 2016 | ICDE | Discovering Neighborhood Pattern Queries by sample answers in knowledge base. | Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen |
| 2016 | SIGMOD | Matrix Sketching Over Sliding Windows. | Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen |
| 2015 | ICDE | Bounded Quadrant System: Error-bounded trajectory compression on the go. | Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak |
| 2015 | ICDE | Interactive Top-k Spatial Keyword queries. | Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou |
| 2014 | DASFAA | Cost Reduction for Web-Based Data Imputation. | Zhixu Li, Shuo Shang, Qing Xie, Xiangliang Zhang |
| 2014 | EuroSys | Compressing large scale urban trajectory data. | Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng |
| 2014 | ICCCN | Benchmarking big data for trip recommendation. | Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng |
| 2014 | ICDE | Stochastic skyline route planning under time-varying uncertainty. | Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang |
| 2014 | MDM | Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks. | Shuo Shang, Danhuai Guo, Jiajun Liu, Kuien Liu |
| 2013 | CIKM | Local correlation detection with linearity enhancement in streaming data. | Qing Xie, Shuo Shang, Bo Yuan, Chaoyi Pang, Xiangliang Zhang |
| 2013 | DASFAA | Top-k Neighborhood Dominating Query. | Xike Xie, Hua Lu, Jinchuan Chen, Shuo Shang |
| 2013 | ICDE | Towards efficient search for activity trajectories. | Kai Zheng, Shuo Shang, Nicholas Jing Yuan, Yi Yang |
| 2013 | ICDE | On discovery of gathering patterns from trajectories. | Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang |
| 2013 | MDM | MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search. | Kuien Liu, Bin Yang, Shuo Shang, Yaguang Li, Zhiming Ding |
| 2013 | MDM | Modeling of Traffic-Aware Travel Time in Spatial Networks. | Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie |
| 2012 | EDBT | User oriented trajectory search for trip recommendation. | Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis |
| 2010 | ADC | Efficient best path monitoring in road networks for instant local traffic information. | Shuo Shang, Ke Deng, Kai Zheng |