PPaperPicks

Yong Li

Tsinghua University, Beijing National Research Center for Information Science and Technology (BNRist), China

99 papers at tracked venues · 78 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5617-1659 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×21SIGKDD ×15NeurIPS ×11ACL ×10EMNLP ×7ICLR ×6IJCAI ×6AAAI ×5ACM MM ×3CHI ×2ICML ×2ICWSM ×2SIGIR ×2WSDM ×2CIKM ×1ECML-PKDD ×1ICCV ×1NAACL ×1SDM ×1

Frequent coauthors

Chen Gao
×27
Jingtao Ding
×16
Fengli Xu
×13
Huandong Wang
×12
Depeng Jin
×12
Jie Feng
×12
Xinlei Chen
×9
Qingmin Liao
×9
Yu Shang
×8
Jian Yuan
×7
Yuan Yuan
×7
Ruikun Li
×6

Papers

  1. CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments
    ACL 2026 ·
    Haotian Xu
    ,
    Yue Hu
    ,
    Zhengqiu Zhu
    ,
    Chen Gao
    ,
    Ziyou Wang
    ,
    Junreng Rao
    ,
    Wenhao Lu
    ,
    Weishi Li
    ,
    Quanjun Yin
    , Yong Li
  2. Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning
    ACL 2026 ·
    Chenyang Shao
    ,
    Sijian Ren
    ,
    Fengli Xu
    , Yong Li
  3. FireSentry: A Multi-Modal Spatio-temporal Benchmark Dataset for Fine-Grained Wildfire Spread Forecasting
    SIGKDD 2026 ·
    Nan Zhou
    ,
    Huandong Wang
    ,
    Jiahao Li
    ,
    Han Li
    ,
    Yali Song
    ,
    Qiuhua Wang
    , Yong Li,
    Xinlei Chen
  4. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design
    ACL 2026 ·
    Zhilun Zhou
    ,
    Zihan Liu
    ,
    Jiahe Liu
    ,
    Yihan Wang
    ,
    Qingyu Shao
    ,
    Fengli Xu
    ,
    Depeng Jin
    , Yong Li
  5. Invisible Walls in Cities: Designing LLM Agent to Predict Urban Segregation Experience with Social Media Content
    WWW 2026 ·
    Bingbing Fan
    ,
    Lin Chen
    ,
    Songwei Li
    ,
    Jian Yuan
    ,
    Fengli Xu
    ,
    Pan Hui
    , Yong Li
  6. LLM-UP: SIGIR 2026 Workshop on LLM-powered User Profiling for Search and Recommendation
    SIGIR 2026 ·
    Hongzhi Yin
    ,
    Wei Yuan
    ,
    Yi Zhang
    ,
    Joel Mackenzie
    ,
    Quoc Viet Hung Nguyen
    ,
    Wayne Xin Zhao
    , Yong Li,
    Lina Yao
  7. On the Open Access of SIGCHI
    CHI 2026 ·
    Zhilong Chen
    , Yong Li
  8. Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility Data
    WWW 2026 ·
    Yuanyi You
    ,
    Yunke Zhang
    , Yong Li
  9. Route-and-Reason: Energy-Efficient Scaling of LLM Reasoning via Reinforced Model Routing
    WWW 2026 ·
    Chenyang Shao
    ,
    Xinyang Liu
    ,
    Yutang Lin
    ,
    Fengli Xu
    , Yong Li
  10. TravelReasoner: Leveraging Large Reasoning Models to Address Mobility Data Gap
    WWW 2026 ·
    Peijie Liu
    ,
    Fengli Xu
    , Yong Li
  11. WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network
    AAAI 2026 ·
    Ruikun Li
    ,
    Jiazhen Liu
    ,
    Huandong Wang
    ,
    Qingmin Liao
    , Yong Li
  12. Zero-Shot Forecasting of Network Dynamics through Weight Flow Matching
    WWW 2026 ·
    Shihe Zhou
    ,
    Ruikun Li
    ,
    Huandong Wang
    , Yong Li
  13. A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
    ICLR 2025 ·
    Can Rong
    ,
    Jingtao Ding
    ,
    Yan Liu
    , Yong Li
  14. A Large-scale Dataset with Behavior, Attributes, and Content of Mobile Short-video Platform
    WWW 2025 ·
    Yu Shang
    ,
    Chen Gao
    ,
    Nian Li
    , Yong Li
  15. A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
    ACL 2025 ·
    Jun Zhang
    ,
    Yuwei Yan
    ,
    Junbo Yan
    ,
    Zhiheng Zheng
    ,
    Jinghua Piao
    ,
    Depeng Jin
    , Yong Li
  16. A Universal Model for Human Mobility Prediction
    SIGKDD 2025 ·
    Qingyue Long
    ,
    Yuan Yuan
    , Yong Li
  17. Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
    EMNLP 2025 ·
    Sheng Liang
    ,
    Hang Lv
    ,
    Zhihao Wen
    ,
    Yaxiong Wu
    ,
    Yongyue Zhang
    ,
    Hao Wang
    , Yong Li
  18. AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction
    NAACL 2025 ·
    Jie Feng
    ,
    Yuwei Du
    ,
    Jie Zhao
    , Yong Li
  19. AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
    NeurIPS 2025 ·
    Yu Shang
    ,
    Peijie Liu
    ,
    Yuwei Yan
    ,
    Zijing Wu
    ,
    Leheng Sheng
    ,
    Yuanqing Yu
    ,
    Chumeng Jiang
    ,
    An Zhang
    ,
    Fengli Xu
    ,
    Yu Wang
    ,
    Min Zhang
    , Yong Li
  20. AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
    WWW 2025 ·
    Yuwei Yan
    ,
    Yu Shang
    ,
    Qingbin Zeng
    ,
    Yu Li
    ,
    Keyu Zhao
    ,
    Zhiheng Zheng
    ,
    Xuefei Ning
    ,
    Tianji Wu
    ,
    Shengen Yan
    ,
    Yu Wang
    ,
    Fengli Xu
    , Yong Li
  21. AgentSquare: Automatic LLM Agent Search in Modular Design Space
    ICLR 2025 ·
    Yu Shang
    ,
    Yu Li
    ,
    Keyu Zhao
    ,
    Likai Ma
    ,
    Jiahe Liu
    ,
    Fengli Xu
    , Yong Li
  22. AirScape: An Aerial Generative World Model with Motion Controllability
    ACM MM 2025 ·
    Baining Zhao
    ,
    Rongze Tang
    ,
    Mingyuan Jia
    ,
    Ziyou Wang
    ,
    Fanhang Man
    ,
    Xin Zhang
    ,
    Yu Shang
    ,
    Weichen Zhang
    ,
    Wei Wu
    ,
    Chen Gao
    ,
    Xinlei Chen
    , Yong Li
  23. Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions
    EMNLP 2025 ·
    Liuxuan Jiao
    ,
    Chen Gao
    ,
    Yiqian Yang
    ,
    Chenliang Zhou
    ,
    YiXian Huang
    ,
    Xinlei Chen
    , Yong Li
  24. Artificial Intelligence for Complex Network: Potential, Methodology and Application
    WWW 2025 ·
    Jingtao Ding
    ,
    Yu Zheng
    ,
    Huandong Wang
    ,
    Carlo Vittorio Cannistraci
    ,
    Jianxi Gao
    , Yong Li,
    Chuan Shi
  25. AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment
    EMNLP 2025 ·
    Xiaochong Lan
    ,
    Jie Feng
    ,
    Yinxing Liu
    ,
    Xinleishi
    , Yong Li
  26. Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
    IJCAI 2025 ·
    Xiaohan Zheng
    ,
    Lanning Wei
    , Yong Li,
    Quanming Yao
  27. Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
    NeurIPS 2025 ·
    Kaiyuan Li
    ,
    Xiaoyue Chen
    ,
    Chen Gao
    , Yong Li,
    Xinlei Chen
  28. Benchmarking and Advancing Large Language Models for Local Life Services
    SIGKDD 2025 ·
    Xiaochong Lan
    ,
    Jie Feng
    ,
    Jiahuan Lei
    ,
    Xinlei Shi
    , Yong Li
  29. Can't Stop Scrolling: Understanding the Online Behavioral Factors and Trends of Short-Video Addiction
    ICWSM 2025 ·
    Jing Yi Wang
    ,
    Nicholas Sukiennik
    ,
    Jinghua Piao
    ,
    Zhiqiang Pan
    ,
    Chen Gao
    , Yong Li
  30. CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks
    SIGKDD 2025 ·
    Jie Feng
    ,
    Jun Zhang
    ,
    Tianhui Liu
    ,
    Xin Zhang
    ,
    Tianjian Ouyang
    ,
    Junbo Yan
    ,
    Yuwei Du
    ,
    Siqi Guo
    , Yong Li
  31. CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
    EMNLP 2025 ·
    Yong Zhao
    ,
    Kai Xu
    ,
    Zhengqiu Zhu
    ,
    Yue Hu
    ,
    Zhiheng Zheng
    ,
    Yingfeng Chen
    ,
    Yatai Ji
    ,
    Chen Gao
    , Yong Li,
    Jincai Huang
  32. CityGPT: Empowering Urban Spatial Cognition of Large Language Models
    SIGKDD 2025 ·
    Jie Feng
    ,
    Tianhui Liu
    ,
    Yuwei Du
    ,
    Siqi Guo
    ,
    Yuming Lin
    , Yong Li
  33. CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control
    CIKM 2025 ·
    Jinwei Zeng
    ,
    Chao Yu
    ,
    Xinyi Yang
    ,
    Wenxuan Ao
    ,
    Qianyue Hao
    ,
    Jian Yuan
    , Yong Li,
    Yu Wang
    ,
    Huazhong Yang
  34. CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory
    ACL 2025 ·
    Weichen Zhang
    ,
    Chen Gao
    ,
    Shiquan Yu
    ,
    Ruiying Peng
    ,
    Baining Zhao
    ,
    Qian Zhang
    ,
    Jinqiang Cui
    ,
    Xinlei Chen
    , Yong Li
  35. Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents
    ACL 2025 ·
    Fanhang Man
    ,
    Huandong Wang
    ,
    Jianjie Fang
    ,
    Zhaoyi Deng
    ,
    Baining Zhao
    ,
    Xinlei Chen
    , Yong Li
  36. CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning
    SIGKDD 2025 ·
    Jingwei Wang
    ,
    Qianyue Hao
    ,
    Wenzhen Huang
    ,
    Xiaochen Fan
    ,
    Qin Zhang
    ,
    Zhentao Tang
    ,
    Bin Wang
    ,
    Jianye Hao
    , Yong Li
  37. Cyber Food Swamps: Investigating the Impacts of Online-to-Offline Food Delivery Platforms on Healthy Food Choices
    ICWSM 2025 ·
    Yunke Zhang
    ,
    Yiran Fan
    ,
    Peijie Liu
    ,
    Fengli Xu
    , Yong Li
  38. Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics
    ACL 2025 ·
    Wenrui Xu
    ,
    Dalin Lyu
    ,
    Weihang Wang
    ,
    Jie Feng
    ,
    Chen Gao
    , Yong Li
  39. Depression Detection on Social Media with Large Language Models
    EMNLP 2025 ·
    Xiaochong Lan
    ,
    Zhiguang Han
    ,
    Yiming Cheng
    ,
    Li Sheng
    ,
    Jie Feng
    ,
    Chen Gao
    , Yong Li
  40. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
    ,
    Chonghua Han
    ,
    Jingtao Ding
    ,
    Guozhen Zhang
    ,
    Depeng Jin
    , Yong Li
  41. Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning
    ACM MM 2025 ·
    Baining Zhao
    ,
    Ziyou Wang
    ,
    Jianjie Fang
    ,
    Chen Gao
    ,
    Fanhang Man
    ,
    Jinqiang Cui
    ,
    Xin Wang
    ,
    Xinlei Chen
    , Yong Li,
    Wenwu Zhu
  42. Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education
    SIGKDD 2025 ·
    Pengyang Shao
    ,
    Yonghui Yang
    ,
    Chen Gao
    ,
    Lei Chen
    ,
    Kun Zhang
    ,
    Chenyi Zhuang
    ,
    Le Wu
    , Yong Li,
    Meng Wang
  43. LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models
    NeurIPS 2025 ·
    Qianyue Hao
    ,
    Yiwen Song
    ,
    Qingmin Liao
    ,
    Jian Yuan
    , Yong Li
  44. MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector
    AAAI 2025 ·
    Wenjie Fu
    ,
    Huandong Wang
    ,
    Chen Gao
    ,
    Guanghua Liu
    , Yong Li,
    Tao Jiang
  45. MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph
    WWW 2025 ·
    Chang Liu
    ,
    Huan Yan
    ,
    Hongjie Sui
    ,
    Haomin Wen
    ,
    Yuan Yuan
    ,
    Yuyang Han
    ,
    Hongsen Liao
    ,
    Xuetao Ding
    ,
    Jinghua Hao
    , Yong Li
  46. Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts
    ECML-PKDD 2025 ·
    Haiyang Jiang
    ,
    Tong Chen
    ,
    Wentao Zhang
    ,
    Quoc Viet Hung Nguyen
    ,
    Yuan Yuan
    , Yong Li,
    Hongzhi Yin
  47. Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning
    EMNLP 2025 ·
    Shengyuan Wang
    ,
    Jie Feng
    ,
    Tianhui Liu
    ,
    Dan Pei
    , Yong Li
  48. Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
    WWW 2025 ·
    Yuheng Zhang
    ,
    Yuan Yuan
    ,
    Jingtao Ding
    ,
    Jian Yuan
    , Yong Li
  49. On the Cross-Graph Transferability of Dynamic Link Prediction
    WWW 2025 ·
    Zhiqiang Pan
    ,
    Chen Gao
    ,
    Fei Cai
    ,
    Wanyu Chen
    ,
    Xin Zhang
    ,
    Honghui Chen
    , Yong Li
  50. Open-Set Living Need Prediction with Large Language Models
    ACL 2025 ·
    Xiaochong Lan
    ,
    Jie Feng
    ,
    Yizhou Sun
    ,
    Chen Gao
    ,
    Jiahuan Lei
    ,
    Xinleishi
    ,
    Hengliang Luo
    , Yong Li
  51. Open3D-VQA: A Benchmark for Embodied Spatial Concept Reasoning with Multimodal Large Language Model in Open Space
    ACM MM 2025 ·
    Weichen Zhang
    ,
    Zile Zhou
    ,
    Xin Zeng
    ,
    Xuchen Liu
    ,
    Jianjie Fang
    ,
    Chen Gao
    ,
    Jinqiang Cui
    , Yong Li,
    Xinlei Chen
    ,
    Xiao-Ping Zhang
  52. OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data
    IJCAI 2025 ·
    Jinwei Zeng
    ,
    Yu Liu
    ,
    Guozhen Zhang
    ,
    Jingtao Ding
    ,
    Yuming Lin
    ,
    Jian Yuan
    , Yong Li
  53. Perceiving Urban Inequality from Imagery Using Visual Language Models with Chain-of-Thought Reasoning
    WWW 2025 ·
    Yunke Zhang
    ,
    Ruolong Ma
    ,
    Xin Zhang
    , Yong Li
  54. Predicting the Dynamics of Complex System via Multiscale Diffusion Autoencoder
    SIGKDD 2025 ·
    Ruikun Li
    ,
    Jingwen Cheng
    ,
    Huandong Wang
    ,
    Qingmin Liao
    , Yong Li
  55. Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
    ICLR 2025 ·
    Ruikun Li
    ,
    Huandong Wang
    ,
    Qingmin Liao
    , Yong Li
  56. PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events
    EMNLP 2025 ·
    Mengzhu Liu
    ,
    Zhengqiu Zhu
    ,
    Chuan Ai
    ,
    Chen Gao
    ,
    Xinghong Li
    ,
    Lingnan He
    ,
    Kaisheng Lai
    ,
    Yingfeng Chen
    ,
    Xin Lu
    , Yong Li,
    Quanjun Yin
  57. Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
    ICML 2025 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Yuan Yuan
    ,
    Yuming Lin
    ,
    Depeng Jin
    , Yong Li
  58. RoboScape: Physics-informed Embodied World Model
    NeurIPS 2025 ·
    Yu Shang
    ,
    Xin Zhang
    ,
    Yinzhou Tang
    ,
    Lei Jin
    ,
    Chen Gao
    ,
    Wei Wu
    , Yong Li
  59. Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
    NeurIPS 2025 ·
    Can Rong
    ,
    Xin Zhang
    ,
    Yanxin Xi
    ,
    Hongjie Sui
    ,
    Jingtao Ding
    , Yong Li
  60. Social Bots Meet Large Language Model: Political Bias and Social Learning Inspired Mitigation Strategies
    WWW 2025 ·
    Jinghua Piao
    ,
    Zhihong Lu
    ,
    Chen Gao
    , Yong Li
  61. Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems
    NeurIPS 2025 ·
    Jingwen Cheng
    ,
    Ruikun Li
    ,
    Huandong Wang
    , Yong Li
  62. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
    ,
    Jingtao Ding
    , Yong Li,
    Depeng Jin
  63. The International Workshop on Spatio-Temporal Data Mining from the Web
    WWW 2025 ·
    Yuxuan Liang
    ,
    Hao Xue
    ,
    Ming Jin
    ,
    Flora Salim
    ,
    Qingsong Wen
    , Yong Li,
    Roger Zimmermann
    ,
    Yu Zheng
  64. The Sharply Decreasing Disruptiveness of HCI
    CHI 2025 ·
    Zhilong Chen
    , Yong Li
  65. Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
    ICML 2025 ·
    Peijie Liu
    ,
    Fengli Xu
    , Yong Li
  66. TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
    NeurIPS 2025 ·
    Yuwei Du
    ,
    Jie Feng
    ,
    Jie Zhao
    , Yong Li
  67. UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
    NeurIPS 2025 ·
    Zhucun Xue
    ,
    Jiangning Zhang
    ,
    Teng Hu
    ,
    Haoyang He
    ,
    Yinan Chen
    ,
    Yuxuan Cai
    ,
    Yabiao Wang
    ,
    Chengjie Wang
    , Yong Li,
    Xiangtai Li
    ,
    Dacheng Tao
  68. Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
    IJCAI 2025 ·
    Zhi Sheng
    ,
    Daisy Yuan
    ,
    Jingtao Ding
    ,
    Qi Yan
    ,
    Xi Zheng
    ,
    Yue Sun
    , Yong Li
  69. UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization
    SIGKDD 2025 ·
    Haoye Chai
    ,
    Shiyuan Zhang
    ,
    Xiaoqian Qi
    ,
    Baohua Qiu
    , Yong Li
  70. UrbanLLaVA: A Multi-Modal Large Language Model for Urban Intelligence
    ICCV 2025 ·
    Jie Feng
    ,
    Shengyuan Wang
    ,
    Tianhui Liu
    ,
    Yanxin Xi
    , Yong Li
  71. UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces
    ACL 2025 ·
    Baining Zhao
    ,
    Jianjie Fang
    ,
    Zichao Dai
    ,
    Ziyou Wang
    ,
    Jirong Zha
    ,
    Weichen Zhang
    ,
    Chen Gao
    ,
    Yue Wang
    ,
    Jinqiang Cui
    ,
    Xinlei Chen
    , Yong Li
  72. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
    SIGKDD 2024 ·
    Jiahui Gong
    ,
    Jingtao Ding
    ,
    Fanjin Meng
    ,
    Guilong Chen
    ,
    Hong Chen
    ,
    Shen Zhao
    ,
    Haisheng Lu
    , Yong Li
  73. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·
    Xuanming Hu
    ,
    Wei Fan
    ,
    Dongjie Wang
    ,
    Pengyang Wang
    , Yong Li,
    Yanjie Fu
  74. DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation
    SIGKDD 2024 ·
    Jingwei Wang
    ,
    Qianyue Hao
    ,
    Wenzhen Huang
    ,
    Xiaochen Fan
    ,
    Zhentao Tang
    ,
    Bin Wang
    ,
    Jianye Hao
    , Yong Li
  75. EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities
    ACL 2024 ·
    Nian Li
    ,
    Chen Gao
    ,
    Mingyu Li
    , Yong Li,
    Qingmin Liao
  76. Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data
    AAAI 2024 ·
    Jinwei Zeng
    ,
    Yu Liu
    ,
    Jingtao Ding
    ,
    Jian Yuan
    , Yong Li
  77. From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas
    IJCAI 2024 ·
    Yanxin Xi
    ,
    Yu Liu
    ,
    Zhicheng Liu
    ,
    Sasu Tarkoma
    ,
    Pan Hui
    , Yong Li
  78. HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
    NeurIPS 2024 ·
    Qianyue Hao
    ,
    Jingyang Fan
    ,
    Fengli Xu
    ,
    Jian Yuan
    , Yong Li
  79. Health CLIP: Depression Rate Prediction Using Health Related Features in Satellite and Street View Images
    WWW 2024 ·
    Tianjian Ouyang
    ,
    Xin Zhang
    ,
    Zhenyu Han
    ,
    Yu Shang
    , Yong Li
  80. Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing
    WWW 2024 ·
    Yu Shang
    ,
    Chen Gao
    ,
    Jiansheng Chen
    ,
    Depeng Jin
    , Yong Li
  81. Inverse Learning with Extremely Sparse Feedback for Recommendation
    WSDM 2024 ·
    Guanyu Lin
    ,
    Chen Gao
    ,
    Yu Zheng
    ,
    Yinfeng Li
    ,
    Jianxin Chang
    ,
    Yanan Niu
    ,
    Yang Song
    ,
    Kun Gai
    ,
    Zhiheng Li
    ,
    Depeng Jin
    , Yong Li
  82. Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation
    WWW 2024 ·
    Haoye Chai
    ,
    Tong Li
    ,
    Fenyu Jiang
    ,
    Shiyuan Zhang
    , Yong Li
  83. Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network
    SIGKDD 2024 ·
    Lin Chen
    ,
    Fengli Xu
    ,
    Nian Li
    ,
    Zhenyu Han
    ,
    Meng Wang
    , Yong Li,
    Pan Hui
  84. Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery
    IJCAI 2024 ·
    Yuming Lin
    ,
    Xin Zhang
    ,
    Yu Liu
    ,
    Zhenyu Han
    ,
    Qingmin Liao
    , Yong Li
  85. Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
    NeurIPS 2024 ·
    Wenjie Fu
    ,
    Huandong Wang
    ,
    Chen Gao
    ,
    Guanghua Liu
    , Yong Li,
    Tao Jiang
  86. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Jingtao Ding
    ,
    Depeng Jin
    , Yong Li
  87. Mixed Attention Network for Cross-domain Sequential Recommendation
    WSDM 2024 ·
    Guanyu Lin
    ,
    Chen Gao
    ,
    Yu Zheng
    ,
    Jianxin Chang
    ,
    Yanan Niu
    ,
    Yang Song
    ,
    Kun Gai
    ,
    Zhiheng Li
    ,
    Depeng Jin
    , Yong Li,
    Meng Wang
  88. Modeling User Fatigue for Sequential Recommendation
    SIGIR 2024 ·
    Nian Li
    ,
    Xin Ban
    ,
    Cheng Ling
    ,
    Chen Gao
    ,
    Lantao Hu
    ,
    Peng Jiang
    ,
    Kun Gai
    , Yong Li,
    Qingmin Liao
  89. Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space
    SIGKDD 2024 ·
    Ruikun Li
    ,
    Huandong Wang
    ,
    Jinghua Piao
    ,
    Qingmin Liao
    , Yong Li
  90. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Jingtao Ding
    ,
    Depeng Jin
    , Yong Li
  91. Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System
    WWW 2024 ·
    Chen Gao
    ,
    Fengli Xu
    ,
    Xu Chen
    ,
    Xiang Wang
    ,
    Xiangnan He
    , Yong Li
  92. Social Physics Informed Diffusion Model for Crowd Simulation
    AAAI 2024 ·
    Hongyi Chen
    ,
    Jingtao Ding
    , Yong Li,
    Yue Wang
    ,
    Xiao-Ping Zhang
  93. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
    ,
    Chenyang Shao
    ,
    Jingtao Ding
    ,
    Depeng Jin
    , Yong Li
  94. TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics
    SIGKDD 2024 ·
    Chang Liu
    ,
    Jingtao Ding
    ,
    Yiwen Song
    , Yong Li
  95. UV-SAM: Adapting Segment Anything Model for Urban Village Identification
    AAAI 2024 ·
    Xin Zhang
    ,
    Yu Liu
    ,
    Yuming Lin
    ,
    Qingmin Liao
    , Yong Li
  96. Understanding Deployment Experience of 5G
    WWW 2024 ·
    Ziyi Liu
    ,
    Huandong Wang
    , Yong Li
  97. Understanding Expressivity of GNN in Rule Learning
    ICLR 2024 ·
    Haiquan Qiu
    ,
    Yongqi Zhang
    , Yong Li,
    Quanming Yao
  98. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
    ,
    Jingtao Ding
    ,
    Jie Feng
    ,
    Depeng Jin
    , Yong Li
  99. VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States
    IJCAI 2024 ·
    Lin Chen
    , Yong Li,
    Pan Hui