Shuo Shang

212 papers A* 61A 1B 4C 2Misc 1Journal 107Unranked 35
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion.
AAAI
Feng Guo, Yuntao Wen, Shen Gao, Junshuo Zhang, Shuo Shang
2026 J jnl
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning.
CoRR
Yuxuan Liu, Weikai Xu, Kun Huang, Changyu Chen, Jiankun Zhao, Pengzhi Gao, Wei Liu, Jian Luan, Shuo Shang, Bo Du, Ji-Rong Wen, Rui Yan
2026 J jnl
Knowledge distillation method for spatio-temporal tasks: a survey.
GeoInformatica
Xiran Li, Shen Gao, Shuo Shang
2026 J jnl
PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning.
CoRR
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 J jnl
R^3: Replay, Reflection, and Ranking Rewards for LLM Reinforcement Learning.
CoRR
Zhizheng Jiang, Kang Zhao, Weikai Xu, Xinkui Lin, Wei Liu, Jian Luan, Shuo Shang, Peng Han
2026 A* conf
Region-Point Joint Representation for Effective Trajectory Similarity Learning.
AAAI
Hao Long, Silin Zhou, Lisi Chen, Shuo Shang
2025 J jnl
A resource allocation algorithm based on hybrid spider wasp optimization for cognitive radio networks.
Phys. Commun.
Shuo Shang, Mingyue Zhou
2025 J jnl
An Efficient Parallel Mechanism for Processing Trajectory Split-and-Combine.
IEEE Internet Things J.
Shuo Shang, Chengrui Huang, Xiaocheng Hu, Lisi Chen
2025 — conf
An Immersing Oriented Role-Playing Framework with Duplex Relationship Modeling.
DASFAA (6)
Yuntao Wen, Shen Gao, Chengrui Huang, Yifan Wang, Shuo Shang
2025 A* conf
App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation.
IJCAI
Ke Li, Leong Hou U, Shuo Shang
2025 — conf
Beyond Locations: A Motion Range-Aware Similarity Join.
KDD (2)
Ke Li, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis
2025 J jnl
Beyond Superficial Forgetting: Thorough Unlearning through Knowledge Density Estimation and Block Re-insertion.
CoRR
Feng Guo, Yuntao Wen, Shen Gao, Junshuo Zhang, Shuo Shang
2025 — conf
Blurred Encoding for Trajectory Representation Learning.
KDD (2)
Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki
2025 J jnl
Blurred Encoding for Trajectory Representation Learning.
CoRR
Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki
2025 — conf
Building Efficient LLM Pipeline for Human Mobility Prediction.
SIGSPATIAL/GIS
Chenhao Wang, Silin Zhou, Lisi Chen, Shuo Shang
2025 — conf
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback.
EMNLP (Findings)
Yifan Wang, Shen Gao, Jiabao Fang, Rui Yan, Billy Chiu, Shuo Shang
2025 J jnl
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback.
CoRR
Yifan Wang, Shen Gao, Jiabao Fang, Rui Yan, Billy Chiu, Shuo Shang
2025 J jnl
CoSineVerifier: Tool-Augmented Answer Verification for Computation-Oriented Scientific Questions.
CoRR
Ruixiang Feng, Zhenwei An, Yuntao Wen, Ran Le, Yiming Jia, Chen Yang, Zongchao Chen, Lisi Chen, Shen Gao, Shuo Shang, Yang Song, Tao Zhang
2025 J jnl
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models.
CoRR
Siqi Fan, Peng Han, Shuo Shang, Yequan Wang, Aixin Sun
2025 B conf
Comprehending Spatio-temporal Data via Cinematic Storytelling using Large Language Models.
SSTD
Panos Kalnis, Shuo Shang, Christian S. Jensen
2025 J jnl
Comprehending Spatio-temporal Data via Cinematic Storytelling using Large Language Models.
CoRR
Panos Kalnis, Shuo Shang, Christian S. Jensen
2025 — conf
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis.
ACL (1)
Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang
2025 J jnl
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis.
CoRR
Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang
2025 — conf
DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions.
ACL (1)
Chuanqi Cheng, Hongda Sun, Bo Du, Shuo Shang, Xinrong Hu, Rui Yan
2025 — conf
DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-Level.
DASFAA (5)
Yifan Wang, Shen Gao, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang
2025 A* conf
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation.
IJCAI
Xuan Rao, Shuo Shang, Lisi Chen, Renhe Jiang, Peng Han
2025 J jnl
Editorial High-Performance Recommender Systems Based on Spatiotemporal Data.
IEEE Trans. Big Data
Shuo Shang, Qi Liu, Renhe Jiang, Ryosuke Shibasaki, Panos Kalnis, Christian S. Jensen
2025 J jnl
Efficient Model-Agnostic Continual Learning for Next POI Recommendation.
CoRR
Chenhao Wang, Shanshan Feng, Lisi Chen, Fan Li, Shuo Shang
2025 J jnl
Efficient Parallel Processing of Semantic Trajectory Similarity Joins.
IEEE Internet Things J.
Shuo Shang, Chengrui Huang, Lisi Chen
2025 J jnl
Evolution without Large Models: Training Language Model with Task Principles.
CoRR
Minghang Zhu, Shen Gao, Zhengliang Shi, Jiabao Fang, Pengjie Ren, Zhaochun Ren, Zhumin Chen, Shuo Shang
2025 J jnl
Explainable Session-Based Recommendation via Path Reasoning.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Shuo Shang, Jun Wang, Wei Zhang
2025 — conf
Generative Next POI Recommendation with Semantic ID.
KDD (2)
Dongsheng Wang, Yuxi Huang, Shen Gao, Yifan Wang, Chengrui Huang, Shuo Shang
2025 J jnl
Generative Next POI Recommendation with Semantic ID.
CoRR
Dongsheng Wang, Yuxi Huang, Shen Gao, Yifan Wang, Chengrui Huang, Shuo Shang
2025 — conf
Grid and Road Expressions Are Complementary for Trajectory Representation Learning.
KDD (1)
Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen
2025 J jnl
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs.
CoRR
Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
2025 J jnl
LLM-Based Agents for Tool Learning: A Survey.
Data Sci. Eng.
Weikai Xu, Chengrui Huang, Shen Gao, Shuo Shang
2025 — conf
Lock on Target! Precision Unlearning via Directional Control.
EMNLP (Findings)
Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang
2025 — conf
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives.
ACL (1)
Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Jian Luan, Shuo Shang, Xiuying Chen, Rui Yan
2025 J jnl
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives.
CoRR
Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Shuo Shang, Xiuying Chen, Rui Yan
2025 J jnl
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning.
IEEE Trans. Knowl. Data Eng.
Xuan Rao, Renhe Jiang, Shuo Shang, Lisi Chen, Peng Han, Bin Yao, Panos Kalnis
2025 A* conf
Not All Layers of LLMs Are Necessary During Inference.
IJCAI
Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
2025 A* conf
Parallel Online Similarity Join over Trajectory Streams.
WWW
Zhongjun Ding, Ke Li, Lisi Chen, Shuo Shang
2025 J jnl
Personalized Review Summarization by Using Graph-Based Retrieval Augmemted Generation.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Xin Cheng, Yiren Xiong, Feng Guo, Shen Gao, Xiuying Chen, Feng Wang, Yongbo Wang, Dongyan Zhao, Rui Yan
2025 J jnl
Position-Aware Depth Decay Decoding (D
CoRR
Siqi Fan, Xuezhi Fang, Xingrun Xing, Peng Han, Shuo Shang, Yequan Wang
2025 — conf
Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency.
ACL (Findings)
Siqi Fan, Xuezhi Fang, Xingrun Xing, Peng Han, Shuo Shang, Yequan Wang
2025 A* conf
Real-Time Single-Source Personalized PageRank Over Evolving Social Networks.
ICDE
Sujun Shuai, Xuan Rao, Lisi Chen, Shuo Shang, Shen Gao
2025 J jnl
Region-Point Joint Representation for Effective Trajectory Similarity Learning.
CoRR
Hao Long, Silin Zhou, Lisi Chen, Shuo Shang
2025 A* conf
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting.
IJCAI
Hongyu Wang, Lisi Chen, Shuo Shang, Peng Han, Christian S. Jensen
2025 A* conf
Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation.
WWW
Xuan Rao, Shuo Shang, Renhe Jiang, Peng Han, Lisi Chen
2025 A* conf
TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference.
IJCAI
Hongyu Wang, Lisi Chen, Shuo Shang
2025 — conf
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation.
EMNLP (Findings)
Chengrui Huang, Shen Gao, Zhengliang Shi, Dongsheng Wang, Shuo Shang
2025 J jnl
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation.
CoRR
Chengrui Huang, Shen Gao, Zhengliang Shi, Dongsheng Wang, Shuo Shang
2025 — conf
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement.
ACL (Findings)
Xiaoqing Zhang, Yuhan Liu, Flood Sung, Xiuying Chen, Shuo Shang, Rui Yan
2025 J jnl
Traffic forecasting with patch-based graph convolutional recurrent network.
GeoInformatica
Xuan Rao, Shuo Shang, Renhe Jiang, Lisi Chen, Peng Han
2025 J jnl
Unified Multi-Scenario Summarization Evaluation and Explanation.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Zhitao Yao, Hao Fu, Chongyang Tao, Xiuying Chen, Feng Wang, Yongbo Wang, Zhaochun Ren, Shen Gao
2024 J jnl
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning.
CoRR
Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan
2024 A* conf
"In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning.
EMNLP
Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan
2024 J jnl
360{\deg}REA: Towards A Reusable Experience Accumulation with 360{\deg} Assessment for Multi-Agent System.
CoRR
Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Zhiliang Tian, Minlie Huang, Shuo Shang
2024 — conf
360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System.
ACL (Findings)
Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang
2024 A* conf
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction.
NeurIPS
Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan
2024 J jnl
CausalStock: Deep End-to-end Causal Discovery for News-driven Stock Movement Prediction.
CoRR
Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan
2024 — conf
CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.
ACL (1)
Quan Tu, Shilong Fan, Zihang Tian, Tianhao Shen, Shuo Shang, Xin Gao, Rui Yan
2024 J jnl
Continuous frequent contact detection over moving objects.
GeoInformatica
Junjie Zhang, Jie Yu, Shuo Shang, Lisi Chen, Shanshan Feng
2024 J jnl
Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation.
IEEE Trans. Multim.
Jiangfeng Du, Silin Zhou, Jie Yu, Peng Han, Shuo Shang
2024 J jnl
DLRD: dual-level network for rumor detection on geo-textual data.
GeoInformatica
Hongyu Wang, Ke Li, Shuo Shang
2024 J jnl
DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level.
CoRR
Shen Gao, Yifan Wang, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang
2024 — conf
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy.
ACL (1)
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2024 J jnl
Explainable Session-based Recommendation via Path Reasoning.
CoRR
Yang Cao, Shuo Shang, Jun Wang, Wei Zhang
2024 J jnl
Facilitating Multi-Role and Multi-Behavior Collaboration of Large Language Models for Online Job Seeking and Recruiting.
CoRR
Hongda Sun, Hongzhan Lin, Haiyu Yan, Chen Zhu, Yang Song, Xin Gao, Shuo Shang, Rui Yan
2024 — conf
Flexible Contact Correlation Learning on Spatio-Temporal Trajectories.
DASFAA (1)
Chenhao Wang, Lisi Chen, Shanshan Feng, Shuo Shang
2024 J jnl
Foundation Models for Information Retrieval and Knowledge Processing.
Data Intell.
Shuo Shang, Renhe Jiang, Ryosuke Shibasaki, Rui Yan
2024 J jnl
Grid and Road Expressions Are Complementary for Trajectory Representation Learning.
CoRR
Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen
2024 A* conf
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering.
WWW
Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
2024 J jnl
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering.
CoRR
Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan
2024 J jnl
Introduction to distributed and parallel processing of big spatiotemporal data.
Future Gener. Comput. Syst.
Shuo Shang, Bingsheng He, Lizhe Wang
2024 A* conf
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding.
AAAI
Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang
2024 — conf
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.
ACL (1)
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
2024 J jnl
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.
CoRR
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
2024 — conf
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding.
EMNLP (Findings)
Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang
2024 J jnl
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding.
CoRR
Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang
2024 J jnl
Modeling Dynamic Item Tendency Bias in Sequential Recommendation With Causal Intervention.
IEEE Trans. Knowl. Data Eng.
Zihan Liao, Xiaodong Wu, Shuo Shang, Jun Wang, Wei Zhang
2024 A* conf
Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets.
KDD
Chenhao Wang, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis
2024 J jnl
Not all Layers of LLMs are Necessary during Inference.
CoRR
Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang, Zhongyuan Wang
2024 J jnl
RED: Effective Trajectory Representation Learning with Comprehensive Information.
CoRR
Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis
2024 J jnl
RED: Effective Trajectory Representation Learning with Comprehensive Information.
Proc. VLDB Endow.
Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis
2024 A* conf
ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation.
KDD
Shanshan Feng, Feiyu Meng, Lisi Chen, Shuo Shang, Yew Soon Ong
2024 J jnl
Simulating Financial Market via Large Language Model based Agents.
CoRR
Shen Gao, Yuntao Wen, Minghang Zhu, Jianing Wei, Yuhan Cheng, Qunzi Zhang, Shuo Shang
2024 — conf
Simulating Individual Infection Risk over Big Trajectory Data.
DASFAA (1)
Haiyan Wang, Shanshan Feng, Lisi Chen, Yang Liu, Shuo Shang
2024 J jnl
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks.
CoRR
Chengrui Huang, Zhengliang Shi, Yuntao Wen, Xiuying Chen, Peng Han, Shen Gao, Shuo Shang
2023 J jnl
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks.
CoRR
Qiang Huang, Jiawei Jiang, Susie Xi Rao, Ce Zhang, Zhichao Han, Zitao Zhang, Xin Wang, Yongjun He, Quanqing Xu, Yang Zhao, Chuang Hu, Shuo Shang, Bo Du
2023 J jnl
CharacterChat: Learning towards Conversational AI with Personalized Social Support.
CoRR
Quan Tu, Chuanqi Chen, Jinpeng Li, Yanran Li, Shuo Shang, Dongyan Zhao, Ran Wang, Rui Yan
2023 J jnl
Deep understanding of big geo-social data for autonomous vehicles.
Neural Comput. Appl.
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
2023 J jnl
Dynamic Set Similarity Join: An Update Log Based Approach.
IEEE Trans. Knowl. Data Eng.
Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang, Rui Mao, Xiangliang Zhang
2023 A* conf
EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation.
WWW
Xiaobing Pang, Yequan Wang, Siqi Fan, Lisi Chen, Shuo Shang, Peng Han
2023 J jnl
From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models.
CoRR
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2023 A* conf
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM.
AAAI
Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han
2023 J jnl
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning.
CoRR
Yuxiang Wang, Xiao Yan, Chuang Hu, Fangcheng Fu, Wentao Zhang, Hao Wang, Shuo Shang, Jiawei Jiang
2023 A* conf
Heterogeneous Region Embedding with Prompt Learning.
AAAI
Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han
2023 A* conf
Next POI Recommendation with Dynamic Graph and Explicit Dependency.
AAAI
Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han
2023 J jnl
Personalized Re-ranking for Recommendation with Mask Pretraining.
Data Sci. Eng.
Peng Han, Silin Zhou, Jie Yu, Zichen Xu, Lisi Chen, Shuo Shang
2023 J jnl
ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity.
IEEE Trans. Knowl. Data Eng.
Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Xuemeng Song, Shuo Shang, Panos Kalnis, Ling Shao
2023 J jnl
Sequence Labeling With Meta-Learning.
IEEE Trans. Knowl. Data Eng.
Jing Li, Peng Han, Xiangnan Ren, Jilin Hu, Lisi Chen, Shuo Shang
2023 J jnl
Spatiotemporal data management and analytics for recommender systems.
World Wide Web (WWW)
Shuo Shang, Xiangliang Zhang, Panos Kalnis
2023 J jnl
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification.
World Wide Web (WWW)
Ziwen Chen, Ke Li, Silin Zhou, Lisi Chen, Shuo Shang
2023 J jnl
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining.
World Wide Web (WWW)
Siqi Fan, Yequan Wang, Xiaobing Pang, Lisi Chen, Peng Han, Shuo Shang
2022 A* conf
FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting.
IJCAI
Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han
2022 A* conf
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks.
AAAI
Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang
2022 A* conf
Graph-Flashback Network for Next Location Recommendation.
KDD
Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han
2022 A* conf
Interactive Information Extraction by Semantic Information Graph.
IJCAI
Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han
2022 A* conf
MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting.
KDD
Dachuan Liu, Jin Wang, Shuo Shang, Peng Han
2022 C conf
Multiple Behaviors Recommendation with Graph Learning.
MMSP
Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang
2022 J jnl
Neural Text Segmentation and its Application to Sentiment Analysis.
IEEE Trans. Knowl. Data Eng.
Jing Li, Billy Chiu, Shuo Shang, Ling Shao
2022 J jnl
Point-of-Interest Recommendation With Global and Local Context.
IEEE Trans. Knowl. Data Eng.
Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Xiangliang Zhang
2022 C conf
Scene Re-ranking for Recommendation.
MMSP
Peng Han, Shuo Shang
2022 A* conf
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects.
IJCAI
Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao
2021 A* conf
A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks.
KDD
Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang
2021 J jnl
Correction to: Internal and external memory set containment join.
VLDB J.
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
2021 J jnl
Deep understanding of big geospatial data for self-driving cars.
Neurocomputing
Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis
2021 J jnl
Domain Generalization for Named Entity Boundary Detection via Metalearning.
IEEE Trans. Neural Networks Learn. Syst.
Jing Li, Shuo Shang, Lisi Chen
2021 J jnl
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.
IEEE Trans. Knowl. Data Eng.
Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
2021 J jnl
Internal and external memory set containment join.
VLDB J.
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
2021 A* conf
Node2LV: Squared Lorentzian Representations for Node Proximity.
ICDE
Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang
2021 A* conf
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data.
IJCAI
Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis
2021 A* conf
Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage.
AAAI
Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang
2021 A* conf
Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams.
IJCAI
Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao
2020 A* conf
Contextualized Point-of-Interest Recommendation.
IJCAI
Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang
2020 A* conf
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams.
ICDE
Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao
2020 J jnl
Introduction to Spatio-temporal data management and analytics for Smart City research.
GeoInformatica
Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis
2020 J jnl
Introduction to spatio-temporal data driven urban computing.
Distributed Parallel Databases
Shuo Shang, Kai Zheng, Panos Kalnis
2020 A* conf
MetaNER: Named Entity Recognition with Meta-Learning.
WWW
Jing Li, Shuo Shang, Ling Shao
2020 A* conf
Parallel Semantic Trajectory Similarity Join.
ICDE
Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis
2020 A* conf
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks.
AAAI
Lisi Chen, Shuo Shang, Bin Yao, Jing Li
2020 J jnl
Privacy-preserving representation learning for big data.
Neurocomputing
Xiaofeng Zhu, Shuo Shang, Minjeong Kim
2020 A* conf
Real-Time Route Search by Locations.
AAAI
Lisi Chen, Shuo Shang, Tao Guo
2020 J jnl
Spatial keyword search: a survey.
GeoInformatica
Lisi Chen, Shuo Shang, Chengcheng Yang, Jing Li
2020 J jnl
Top-k term publish/subscribe for geo-textual data streams.
VLDB J.
Lisi Chen, Shuo Shang, Christian S. Jensen, Jianliang Xu, Panos Kalnis, Bin Yao, Ling Shao
2020 A* conf
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips.
IJCAI
Ke Li, Lisi Chen, Shuo Shang
2019 A* conf
AUC-MF: Point of Interest Recommendation with AUC Maximization.
ICDE
Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis
2019 A* conf
Accelerate MaxBRkNN Search by kNN Estimation.
ICDE
Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang
2019 A* conf
Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks.
IJCAI
Jing Li, Deheng Ye, Shuo Shang
2019 J jnl
Approximate spatio-temporal top-k publish/subscribe.
World Wide Web
Lisi Chen, Shuo Shang
2019 A* conf
Cluster-Based Subscription Matching for Geo-Textual Data Streams.
ICDE
Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis
2019 J jnl
Differential private collaborative Web services QoS prediction.
World Wide Web
An Liu, Xindi Shen, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng, Shuo Shang
2019 J jnl
Discovery of accessible locations using region-based geo-social data.
World Wide Web
Yan Wang, Jianmin Li, Ying Zhong, Shunzhi Zhu, Danhuai Guo, Shuo Shang
2019 A* conf
Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation.
KDD
Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Zhiwei Zhang, Ling Shao
2019 A* conf
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization.
KDD
Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis
2019 A* conf
LCJoin: Set Containment Join via List Crosscutting.
ICDE
Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
2019 J jnl
Parallel Trajectory-to-Location Join.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Lisi Chen, Kai Zheng, Christian S. Jensen, Zhewei Wei, Panos Kalnis
2019 A* conf
Preference-Aware Task Assignment in Spatial Crowdsourcing.
AAAI
Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng
2019 A* conf
Region-Based Message Exploration over Spatio-Temporal Data Streams.
AAAI
Lisi Chen, Shuo Shang
2019 J jnl
Spatio-temporal top-k term search over sliding window.
World Wide Web
Lisi Chen, Shuo Shang, Bin Yao, Kai Zheng
2019 A* conf
Submodular Optimization over Streams with Inhomogeneous Decays.
AAAI
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
2019 A* conf
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams.
IJCAI
Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
2019 A* conf
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks.
ICDE
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
2018 — conf
Distributed In-Memory Analytics for Big Temporal Data.
DASFAA (1)
Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo
2018 J jnl
Efficient task assignment in spatial crowdsourcing with worker and task privacy protection.
GeoInformatica
An Liu, Weiqi Wang, Shuo Shang, Qing Li, Xiangliang Zhang
2018 A* conf
Flexible Aggregate Nearest Neighbor Queries in Road Networks.
ICDE
Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
2018 A* conf
Location-Aware Top-k Term Publish/Subscribe.
ICDE
Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis
2018 J jnl
Parallel trajectory similarity joins in spatial networks.
VLDB J.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis
2018 A* conf
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression.
KDD
Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng
2018 A* conf
Searching Trajectories by Regions of Interest.
ICDE
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2018 J jnl
SharkDB: an in-memory column-oriented storage for trajectory analysis.
World Wide Web
Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang
2018 J jnl
Submodular Optimization Over Streams with Inhomogeneous Decays.
CoRR
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
2018 — conf
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs.
SIGMOD Conference
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen
2018 J jnl
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks.
CoRR
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
2017 A* conf
Collective Travel Planning in Spatial Networks.
ICDE
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2017 J jnl
Discovery of probabilistic nearest neighbors in traffic-aware spatial networks.
World Wide Web
Shuo Shang, Shunzhi Zhu, Danhuai Guo, Minhua Lu
2017 — conf
Location-Based Top-k Term Querying over Sliding Window.
WISE (1)
Ying Xu, Lisi Chen, Bin Yao, Shuo Shang, Shunzhi Zhu, Kai Zheng, Fang Li
2017 J jnl
Probabilistic routing using multimodal data.
Neurocomputing
Shunzhi Zhu, Yan Wang, Shuo Shang, Guang Zhao, Jiye Wang
2017 J jnl
Searching Trajectories by Regions of Interest.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2017 J jnl
Trajectory Similarity Join in Spatial Networks.
Proc. VLDB Endow.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis
2016 J jnl
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.
IEEE Trans. Knowl. Data Eng.
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
2016 J jnl
A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments.
CoRR
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
2016 J jnl
Collective Travel Planning in Spatial Networks.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
2016 A* conf
Discovering Neighborhood Pattern Queries by sample answers in knowledge base.
ICDE
Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen
2016 J jnl
Dynamic Shortest Path Monitoring in Spatial Networks.
J. Comput. Sci. Technol.
Shuo Shang, Lisi Chen, Zhewei Wei, Danhuai Guo, Ji-Rong Wen
2016 J jnl
Finding regions of interest using location based social media.
Neurocomputing
Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen
2016 J jnl
Following the dynamic block on the Web.
World Wide Web
Sha Hu, Ji-Rong Wen, Zhicheng Dou, Shuo Shang
2016 J jnl
How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show.
Neurocomputing
Danhuai Guo, Yingqiu Zhu, Wei Xu, Shuo Shang, Zhiming Ding
2016 — conf
Matrix Sketching Over Sliding Windows.
SIGMOD Conference
Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen
2016 J jnl
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach.
Neurocomputing
Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen
2016 J jnl
Prediction-based Unobstructed Route Planning.
Neurocomputing
Shuo Shang, Danhuai Guo, Jiajun Liu, Ji-Rong Wen
2016 — conf
Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks.
APWeb (1)
Shuo Shang, Zhewei Wei, Ji-Rong Wen, Shunzhi Zhu
2015 A* conf
Bounded Quadrant System: Error-bounded trajectory compression on the go.
ICDE
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
2015 J jnl
Dimension reduction with meta object-groups for efficient image retrieval.
Neurocomputing
Shuo Shang, Jiajun Liu, Kun Zhao, Mingrui Yang, Kai Zheng, Ji-Rong Wen
2015 J jnl
Discovery of Path Nearby Clusters in Spatial Networks.
IEEE Trans. Knowl. Data Eng.
Shuo Shang, Kai Zheng, Christian S. Jensen, Bin Yang, Panos Kalnis, Guohe Li, Ji-Rong Wen
2015 A* conf
Interactive Top-k Spatial Keyword queries.
ICDE
Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou
2015 J jnl
Planning unobstructed paths in traffic-aware spatial networks.
GeoInformatica
Shuo Shang, Jiajun Liu, Kai Zheng, Hua Lu, Torben Bach Pedersen, Ji-Rong Wen
2015 J jnl
VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services.
J. Comput. Sci. Technol.
Shuo Shang, Kexin Xie, Kai Zheng, Jiajun Liu, Ji-Rong Wen
2014 B conf
Benchmarking big data for trip recommendation.
ICCCN
Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng
2014 J jnl
Bounded Quadrant System: Error-bounded Trajectory Compression on the Go.
CoRR
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
2014 — conf
Compressing large scale urban trajectory data.
CloudDP@EuroSys
Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng
2014 — conf
Cost Reduction for Web-Based Data Imputation.
DASFAA (2)
Zhixu Li, Shuo Shang, Qing Xie, Xiangliang Zhang
2014 — conf
Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks.
MDM (2)
Shuo Shang, Danhuai Guo, Jiajun Liu, Kuien Liu
2014 J jnl
Online Discovery of Gathering Patterns over Trajectories.
IEEE Trans. Knowl. Data Eng.
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou
2014 J jnl
Personalized trajectory matching in spatial networks.
VLDB J.
Shuo Shang, Ruogu Ding, Kai Zheng, Christian S. Jensen, Panos Kalnis, Xiaofang Zhou
2014 J jnl
Routing Metric of Expected Delay in Multi-Radio Multi-Channel Wireless Mesh Networks.
J. Commun.
Wenxiao Shi, Shuo Shang, Yu Zheng, Yinlong Xu
2014 A* conf
Stochastic skyline route planning under time-varying uncertainty.
ICDE
Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang
2013 B conf
Finding Traffic-Aware Fastest Paths in Spatial Networks.
SSTD
Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie
2013 A conf
Local correlation detection with linearity enhancement in streaming data.
CIKM
Qing Xie, Shuo Shang, Bo Yuan, Chaoyi Pang, Xiangliang Zhang
2013 — conf
MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search.
MDM (1)
Kuien Liu, Bin Yang, Shuo Shang, Yaguang Li, Zhiming Ding
2013 — conf
Modeling of Traffic-Aware Travel Time in Spatial Networks.
MDM (1)
Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie
2013 A* conf
On discovery of gathering patterns from trajectories.
ICDE
Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang
2013 — —
Spatial query processing for trip planning and location recommendation
Shuo Shang
2013 — conf
Top-k Neighborhood Dominating Query.
DASFAA (1)
Xike Xie, Hua Lu, Jinchuan Chen, Shuo Shang
2013 A* conf
Towards efficient search for activity trajectories.
ICDE
Kai Zheng, Shuo Shang, Nicholas Jing Yuan, Yi Yang
2012 J jnl
Finding Alternative Shortest Paths in Spatial Networks.
ACM Trans. Database Syst.
Kexin Xie, Ke Deng, Shuo Shang, Xiaofang Zhou, Kai Zheng
2012 J jnl
PNN query processing on compressed trajectories.
GeoInformatica
Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Kai Zheng, Xiaofang Zhou
2012 B conf
User oriented trajectory search for trip recommendation.
EDBT
Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis
2011 — conf
Finding the most accessible locations: reverse path nearest neighbor query in road networks.
GIS
Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Xiaofang Zhou
2010 — conf
Best point detour query in road networks.
GIS
Shuo Shang, Ke Deng, Kexin Xie
2010 Misc conf
Efficient best path monitoring in road networks for instant local traffic information.
ADC
Shuo Shang, Ke Deng, Kai Zheng