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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

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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

Yu Shang
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Ruikun Li
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Jie Feng
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Xiaochong Lan
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Baining Zhao
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Jinwei Zeng
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Yuan Yuan
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Hongyuan Su
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Chenyang Shao
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Zhilong Chen
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Peijie Liu
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Can Rong
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Papers

  1. CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments
    ACL 2026 ·
    Haotian Xu
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  2. Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning
    ACL 2026 ·
    Chenyang Shao
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  3. FireSentry: A Multi-Modal Spatio-temporal Benchmark Dataset for Fine-Grained Wildfire Spread Forecasting
    SIGKDD 2026 ·
    Nan Zhou
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  4. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design
    ACL 2026 ·
    Zhilun Zhou
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  5. Invisible Walls in Cities: Designing LLM Agent to Predict Urban Segregation Experience with Social Media Content
    WWW 2026 ·
    Bingbing Fan
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  6. LLM-UP: SIGIR 2026 Workshop on LLM-powered User Profiling for Search and Recommendation
    SIGIR 2026 ·
    Hongzhi Yin
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  7. On the Open Access of SIGCHI
    CHI 2026 ·
    Zhilong Chen
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  8. Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility Data
    WWW 2026 ·
    Yuanyi You
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  9. Route-and-Reason: Energy-Efficient Scaling of LLM Reasoning via Reinforced Model Routing
    WWW 2026 ·
    Chenyang Shao
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  10. TravelReasoner: Leveraging Large Reasoning Models to Address Mobility Data Gap
    WWW 2026 ·
    Peijie Liu
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  11. WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network
    AAAI 2026 ·
    Ruikun Li
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  12. Zero-Shot Forecasting of Network Dynamics through Weight Flow Matching
    WWW 2026 ·
    Shihe Zhou
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  13. A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
    ICLR 2025 ·
    Can Rong
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  14. A Large-scale Dataset with Behavior, Attributes, and Content of Mobile Short-video Platform
    WWW 2025 ·
    Yu Shang
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  15. A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
    ACL 2025 ·
    Jun Zhang
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  16. A Universal Model for Human Mobility Prediction
    SIGKDD 2025 ·
    Qingyue Long
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  17. Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
    EMNLP 2025 ·
    Sheng Liang
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  18. AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction
    NAACL 2025 ·
    Jie Feng
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  19. AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
    NeurIPS 2025 ·
    Yu Shang
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  20. AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
    WWW 2025 ·
    Yuwei Yan
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  21. AgentSquare: Automatic LLM Agent Search in Modular Design Space
    ICLR 2025 ·
    Yu Shang
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  22. AirScape: An Aerial Generative World Model with Motion Controllability
    ACM MM 2025 ·
    Baining Zhao
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  23. Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions
    EMNLP 2025 ·
    Liuxuan Jiao
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  24. Artificial Intelligence for Complex Network: Potential, Methodology and Application
    WWW 2025 ·
    Jingtao Ding
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  25. AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment
    EMNLP 2025 ·
    Xiaochong Lan
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  26. Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
    IJCAI 2025 ·
    Xiaohan Zheng
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  27. Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
    NeurIPS 2025 ·
    Kaiyuan Li
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  28. Benchmarking and Advancing Large Language Models for Local Life Services
    SIGKDD 2025 ·
    Xiaochong Lan
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  29. Can't Stop Scrolling: Understanding the Online Behavioral Factors and Trends of Short-Video Addiction
    ICWSM 2025 ·
    Jing Yi Wang
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  30. CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks
    SIGKDD 2025 ·
    Jie Feng
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  31. CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
    EMNLP 2025 ·
    Yong Zhao
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  32. CityGPT: Empowering Urban Spatial Cognition of Large Language Models
    SIGKDD 2025 ·
    Jie Feng
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  33. CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control
    CIKM 2025 ·
    Jinwei Zeng
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  34. CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory
    ACL 2025 ·
    Weichen Zhang
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  35. Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents
    ACL 2025 ·
    Fanhang Man
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  36. CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning
    SIGKDD 2025 ·
    Jingwei Wang
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  37. Cyber Food Swamps: Investigating the Impacts of Online-to-Offline Food Delivery Platforms on Healthy Food Choices
    ICWSM 2025 ·
    Yunke Zhang
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  38. Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics
    ACL 2025 ·
    Wenrui Xu
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  39. Depression Detection on Social Media with Large Language Models
    EMNLP 2025 ·
    Xiaochong Lan
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  40. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
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  41. Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning
    ACM MM 2025 ·
    Baining Zhao
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  42. Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education
    SIGKDD 2025 ·
    Pengyang Shao
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  43. LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models
    NeurIPS 2025 ·
    Qianyue Hao
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  44. MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector
    AAAI 2025 ·
    Wenjie Fu
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  45. MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph
    WWW 2025 ·
    Chang Liu
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  46. Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts
    ECML-PKDD 2025 ·
    Haiyang Jiang
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  47. Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning
    EMNLP 2025 ·
    Shengyuan Wang
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  48. Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
    WWW 2025 ·
    Yuheng Zhang
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  49. On the Cross-Graph Transferability of Dynamic Link Prediction
    WWW 2025 ·
    Zhiqiang Pan
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  50. Open-Set Living Need Prediction with Large Language Models
    ACL 2025 ·
    Xiaochong Lan
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  51. Open3D-VQA: A Benchmark for Embodied Spatial Concept Reasoning with Multimodal Large Language Model in Open Space
    ACM MM 2025 ·
    Weichen Zhang
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  52. OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data
    IJCAI 2025 ·
    Jinwei Zeng
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  53. Perceiving Urban Inequality from Imagery Using Visual Language Models with Chain-of-Thought Reasoning
    WWW 2025 ·
    Yunke Zhang
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  54. Predicting the Dynamics of Complex System via Multiscale Diffusion Autoencoder
    SIGKDD 2025 ·
    Ruikun Li
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  55. Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
    ICLR 2025 ·
    Ruikun Li
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  56. PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events
    EMNLP 2025 ·
    Mengzhu Liu
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  57. Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
    ICML 2025 ·
    Hongyuan Su
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  58. RoboScape: Physics-informed Embodied World Model
    NeurIPS 2025 ·
    Yu Shang
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  59. Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
    NeurIPS 2025 ·
    Can Rong
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  60. Social Bots Meet Large Language Model: Political Bias and Social Learning Inspired Mitigation Strategies
    WWW 2025 ·
    Jinghua Piao
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  61. Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems
    NeurIPS 2025 ·
    Jingwen Cheng
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  62. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
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  63. The International Workshop on Spatio-Temporal Data Mining from the Web
    WWW 2025 ·
    Yuxuan Liang
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  64. The Sharply Decreasing Disruptiveness of HCI
    CHI 2025 ·
    Zhilong Chen
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  65. Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
    ICML 2025 ·
    Peijie Liu
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  66. TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
    NeurIPS 2025 ·
    Yuwei Du
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  67. UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
    NeurIPS 2025 ·
    Zhucun Xue
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  68. Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
    IJCAI 2025 ·
    Zhi Sheng
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  69. UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization
    SIGKDD 2025 ·
    Haoye Chai
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  70. UrbanLLaVA: A Multi-Modal Large Language Model for Urban Intelligence
    ICCV 2025 ·
    Jie Feng
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  71. UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces
    ACL 2025 ·
    Baining Zhao
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  72. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
    SIGKDD 2024 ·
    Jiahui Gong
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  73. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·
    Xuanming Hu
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  74. DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation
    SIGKDD 2024 ·
    Jingwei Wang
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  75. EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities
    ACL 2024 ·
    Nian Li
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  76. Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data
    AAAI 2024 ·
    Jinwei Zeng
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  77. From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas
    IJCAI 2024 ·
    Yanxin Xi
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  78. HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
    NeurIPS 2024 ·
    Qianyue Hao
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  79. Health CLIP: Depression Rate Prediction Using Health Related Features in Satellite and Street View Images
    WWW 2024 ·
    Tianjian Ouyang
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  80. Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing
    WWW 2024 ·
    Yu Shang
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  81. Inverse Learning with Extremely Sparse Feedback for Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  82. Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation
    WWW 2024 ·
    Haoye Chai
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  83. Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network
    SIGKDD 2024 ·
    Lin Chen
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  84. Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery
    IJCAI 2024 ·
    Yuming Lin
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  85. Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
    NeurIPS 2024 ·
    Wenjie Fu
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  86. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  87. Mixed Attention Network for Cross-domain Sequential Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  88. Modeling User Fatigue for Sequential Recommendation
    SIGIR 2024 ·
    Nian Li
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  89. Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space
    SIGKDD 2024 ·
    Ruikun Li
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  90. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  91. Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System
    WWW 2024 ·
    Chen Gao
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  92. Social Physics Informed Diffusion Model for Crowd Simulation
    AAAI 2024 ·
    Hongyi Chen
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  93. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
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  94. TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics
    SIGKDD 2024 ·
    Chang Liu
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  95. UV-SAM: Adapting Segment Anything Model for Urban Village Identification
    AAAI 2024 ·
    Xin Zhang
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  96. Understanding Deployment Experience of 5G
    WWW 2024 ·
    Ziyi Liu
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  97. Understanding Expressivity of GNN in Rule Learning
    ICLR 2024 ·
    Haiquan Qiu
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  98. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
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  99. VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States
    IJCAI 2024 ·
    Lin Chen
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