PPaperPicks

Hui Xiong

Hong Kong University of Science and Technology

106 papers at tracked venues · 90 at CORE A* · active 2024–2026

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Venues

SIGKDD ×19NeurIPS ×17WWW ×9AAAI ×8ICML ×8ACL ×7EMNLP ×6SIGIR ×6ICLR ×5IJCAI ×3ACM MM ×2CIKM ×2CVPR ×2ICCV ×2ICDE ×2ICRA ×2VLDB ×2CHI ×1ECCV ×1ECML-PKDD ×1WSDM ×1

Frequent coauthors

Wei Wu
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Weijia Zhang
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Xi Chen
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Lu Dai
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Xingbo Yao
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Jindong Han
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Tianfu Wang
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Weiyu Guo
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Shuyao Wang
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Liyi Chen
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Cehao Yang
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Zhengyu Hu
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Papers

  1. ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map
    WWW 2026 ·
    Fuling Wang
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  2. AnimAlte: Designing a Multimodal AI-Infused Cartoon Video System to Support Structured Vocabulary Learning for Preschoolers at Home
    CHI 2026 ·
    Shiya Zeng
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  3. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
    ACL 2026 ·
    Wei Wu
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  4. Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
    AAAI 2026 ·
    Huizai Yao
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  5. Discrete Preference Learning for Personalized Multimodal Generation
    SIGIR 2026 ·
    Yuting Zhang
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  6. Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models
    AAAI 2026 ·
    Yongwen Ren
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  7. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    ACL 2026 ·
    Yibo Yan
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  8. Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning
    AAAI 2026 ·
    Yin Wu
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  9. GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery
    ACL 2026 ·
    Xi Chen
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  10. Graph Cross-Domain Continual Fine-Tuning via Orthogonal LoRA Routing with Contrastive Expert Specialization
    WWW 2026 ·
    Qianyi Cai
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  11. LLM-Oriented Information Retrieval: A Denoising-First Perspective
    SIGIR 2026 ·
    Lu Dai
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  12. OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
    AAAI 2026 ·
    Sisuo Lyu
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  13. SceneLM: 3D-Aware Language Models for Editable 3D Scene Synthesis
    ACL 2026 ·
    Xingbo Yao
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  14. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning
    ACL 2026 ·
    Cehao Yang
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  15. SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework
    ACL 2026 ·
    Junpeng Liu
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  16. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 ·
    Kun Yi
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  17. Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization
    WWW 2025 ·
    Jindong Han
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  18. CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
    ICLR 2025 ·
    Xingjian Wu
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  19. CitySculpt: 3D City Generation from Satellite Imagery with UV Diffusion
    ACM MM 2025 ·
    Xingbo Yao
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  20. Depth Any Event Stream: Enhancing Event-based Monocular Depth Estimation via Dense-to-Sparse Distillation
    ICCV 2025 ·
    Jinjing Zhu
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  21. Editable Concept Bottleneck Models
    ICML 2025 ·
    Lijie Hu
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  22. Efficient Skill Discovery via Regret-Aware Optimization
    ICML 2025 ·
    He Zhang
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  23. Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling
    IJCAI 2025 ·
    Tianhui Ma
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  24. Explaining Length Bias in LLM-Based Preference Evaluations
    EMNLP 2025 ·
    Zhengyu Hu
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  25. GCAL: Adapting Graph Models to Evolving Domain Shifts
    ICML 2025 ·
    Ziyue Qiao
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  26. GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
    NeurIPS 2025 ·
    Kaichen Zhang
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  27. Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
    AAAI 2025 ·
    Yuyang Ye
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  28. Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
    WWW 2025 ·
    Shengzhe Zhang
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  29. Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction
    SIGKDD 2025 ·
    Pengfei Yu
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  30. Joint Dependency and Conflicting Task Allocation in Collaboration-Aware Spatial Crowdsourcing
    ICDE 2025 ·
    Jiajun Yao
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  31. LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning
    SIGKDD 2025 ·
    Shengming Zhang
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  32. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
    WWW 2025 ·
    Tianfu Wang
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  33. LLMLight: Large Language Models as Traffic Signal Control Agents
    SIGKDD 2025 ·
    Siqi Lai
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  34. Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
    NeurIPS 2025 ·
    Jingyao Wang
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  35. Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
    NeurIPS 2025 ·
    Weiyu Guo
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  36. LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
    ACL 2025 ·
    Cehao Yang
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  37. MagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency
    ICCV 2025 ·
    Xingbo Yao
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  38. Multifractal Comparison of Billboard and AI-Generated Music
    ACM MM 2025 ·
    Kevin Kailun Zhang
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  39. Multimodal 3D Genome Pre-training
    NeurIPS 2025 ·
    Minghao Yang
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  40. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    ICML 2025 ·
    Yuan Gao
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  41. Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
    NeurIPS 2025 ·
    Ruiyao Miao
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  42. Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
    ICML 2025 ·
    Weiyu Guo
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  43. Robust Explanations of Graph Neural Networks via Graph Curvatures
    NeurIPS 2025 ·
    Yazheng Liu
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  44. SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
    ICML 2025 ·
    Yishan Shen
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  45. SCA3D: Enhancing Cross-Modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation
    ICRA 2025 ·
    Junlong Ren
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  46. ST$2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
    NeurIPS 2025 ·
    Zidong Cao
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  47. ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
    SIGKDD 2025 ·
    Junyong Lin
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  48. Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data
    VLDB 2025 ·
    Jindong Han
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  49. SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
    SIGKDD 2025 ·
    Chuan Qin
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  50. SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
    ICLR 2025 ·
    Lu Dai
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  51. See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
    NeurIPS 2025 ·
    Pengteng Li
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  52. Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
    SIGKDD 2025 ·
    Wei Wu
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  53. TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations
    AAAI 2025 ·
    Mingze Gao
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  54. TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
    EMNLP 2025 ·
    Hang Ni
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  55. Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension
    ICRA 2025 ·
    Runwei Guan
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  56. The 6th International Workshop on Talent and Management Computing (TMC 2025)
    SIGKDD 2025 ·
    Hengshu Zhu
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  57. TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection
    EMNLP 2025 ·
    Wei Wu
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  58. Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
    ICLR 2025 ·
    Ziyue Qiao
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  59. Towards the Causal Complete Cause of Multi-Modal Representation Learning
    ICML 2025 ·
    Jingyao Wang
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  60. Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
    SIGKDD 2025 ·
    Weijia Zhang
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  61. Unleashing the Power of Large Language Model for Denoising Recommendation
    WWW 2025 ·
    Shuyao Wang
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  62. Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
    NeurIPS 2025 ·
    Zhengyu Hu
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  63. AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
    SIGIR 2024 ·
    Wei Wu
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  64. BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
    ICLR 2024 ·
    Jiangmeng Li
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  65. BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks
    VLDB 2024 ·
    Jindong Han
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  66. COMET: NFT Price Prediction with Wallet Profiling
    SIGKDD 2024 ·
    Tianfu Wang
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  67. Collaboration-Aware Hybrid Learning for Knowledge Development Prediction
    WWW 2024 ·
    Liyi Chen
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  68. CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control
    SIGKDD 2024 ·
    Qian Sun
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  69. Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
    WSDM 2024 ·
    Shuyao Wang
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  70. Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
    CVPR 2024 ·
    Yunfan Lu
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  71. FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation
    IJCAI 2024 ·
    Tianfu Wang
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  72. Graph Signal Diffusion Model for Collaborative Filtering
    SIGIR 2024 ·
    Yunqin Zhu
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  73. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    WWW 2024 ·
    Zhi Zheng
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  74. Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction
    ECML-PKDD 2024 ·
    Yuhan Ye
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  75. Improve Dense Passage Retrieval with Entailment Tuning
    EMNLP 2024 ·
    Lu Dai
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  76. Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
    NeurIPS 2024 ·
    Jiechao Guan
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  77. Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
    ICLR 2024 ·
    Jiechao Guan
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  78. Improving Gloss-free Sign Language Translation by Reducing Representation Density
    NeurIPS 2024 ·
    Jinhui Ye
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  79. Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
    SIGKDD 2024 ·
    Wenzhao Jiang
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  80. Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach
    ICML 2024 ·
    Weijia Zhang
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  81. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks
    SIGKDD 2024 ·
    Weijia Zhang
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  82. Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
    NeurIPS 2024 ·
    Xi Chen
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  83. Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks
    SIGKDD 2024 ·
    Wenyuan Jiang
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  84. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
    EMNLP 2024 ·
    Yihuai Lan
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  85. MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results
    CVPR 2024 ·
    Yaqi Wu
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  86. MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment
    SIGIR 2024 ·
    Zhi Zheng
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  87. Optimized Cost Per Click in Online Advertising: A Theoretical Analysis
    SIGKDD 2024 ·
    Kaichen Zhang
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  88. PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization
    SIGKDD 2024 ·
    Yuyang Ye
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  89. Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
    NeurIPS 2024 ·
    Jinliang Deng
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  90. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
    NeurIPS 2024 ·
    Liyi Chen
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  91. Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting
    IJCAI 2024 ·
    Xi Chen
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  92. ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations
    SIGKDD 2024 ·
    Congxi Xiao
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  93. Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities
    EMNLP 2024 ·
    Zhonghao Li
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  94. Resource-Aware Federated Self-Supervised Learning with Global Class Representations
    NeurIPS 2024 ·
    Mingyi Li
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  95. Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations
    ICDE 2024 ·
    Rui Zha
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  96. Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
    AAAI 2024 ·
    Zixuan Yuan
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  97. SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
    NeurIPS 2024 ·
    Weiyu Guo
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  98. Spatio-Temporal Sequence Modeling for Traffic Signal Control
    CIKM 2024 ·
    Qian Sun
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  99. Tabular Data-centric AI: Challenges, Techniques and Future Perspectives
    CIKM 2024 ·
    Yanjie Fu
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  100. Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
    NeurIPS 2024 ·
    Liyi Chen
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  101. Temporal Graph Contrastive Learning for Sequential Recommendation
    AAAI 2024 ·
    Shengzhe Zhang
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  102. The 5th International Workshop on Talent and Management Computing (TMC'2024)
    SIGKDD 2024 ·
    Hengshu Zhu
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  103. UniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation
    ECCV 2024 ·
    Yunfan Lu
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  104. Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification
    SIGIR 2024 ·
    Le Dai
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  105. Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning
    WWW 2024 ·
    Shuyao Wang
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  106. Urban Foundation Models: A Survey
    SIGKDD 2024 ·
    Weijia Zhang
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