PPaperPicks

Hui Xiong

Hong Kong University of Science and Technology

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

DBLP profile ↗ORCID 0000-0001-6016-6465 ↗Google Scholar ↗Homepage ↗

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

Hao Liu
×16
Chao Wang
×13
Ying Sun
×10
Hengshu Zhu
×10
Jingbo Zhou
×9
Liyi Chen
×9
Chuan Qin
×8
Yijie Xu
×8
Le Zhang
×7
Jindong Han
×7
Tianfu Wang
×7
Weiyu Guo
×7

Papers

  1. ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map
    WWW 2026 ·
    Fuling Wang
    ,
    Le Zhang
    ,
    Jingbo Zhou
    ,
    Jindong Han
    ,
    Ying Sun
    ,
    Chuan Qin
    ,
    Hengshu Zhu
    , Hui Xiong
  2. AnimAlte: Designing a Multimodal AI-Infused Cartoon Video System to Support Structured Vocabulary Learning for Preschoolers at Home
    CHI 2026 ·
    Shiya Zeng
    , Hui Xiong
  3. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
    ACL 2026 ·
    Wei Wu
    ,
    Liyi Chen
    ,
    Congxi Xiao
    ,
    Tianfu Wang
    ,
    Qimeng Wang
    ,
    Chengqiang Lu
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    , Hui Xiong
  4. Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
    AAAI 2026 ·
    Huizai Yao
    ,
    Sicheng Zhao
    ,
    Pengteng Li
    ,
    Yi Cui
    ,
    Shuo Lu
    ,
    Weiyu Guo
    ,
    Yunfan Lu
    ,
    Yijie Xu
    , Hui Xiong
  5. Discrete Preference Learning for Personalized Multimodal Generation
    SIGIR 2026 ·
    Yuting Zhang
    ,
    Ying Sun
    ,
    Dazhong Shen
    ,
    Ziwei Xie
    ,
    Feng Liu
    ,
    Changwang Zhang
    ,
    Xiang Liu
    ,
    Jun Wang
    , Hui Xiong
  6. Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models
    AAAI 2026 ·
    Yongwen Ren
    ,
    Chao Wang
    ,
    Peng Du
    ,
    Chuan Qin
    ,
    Dazhong Shen
    , Hui Xiong
  7. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Hang Li
    ,
    Boyan Li
    ,
    Jiamin Su
    ,
    Xiong Gao
    ,
    Yifan Zhang
    ,
    Tianlong Xu
    ,
    Zhendong Chu
    ,
    Aoxiao Zhong
    ,
    Kun Wang
    , Hui Xiong,
    Philip S. Yu
    ,
    Xuming Hu
    ,
    Qingsong Wen
  8. Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning
    AAAI 2026 ·
    Yin Wu
    ,
    Zhengxuan Zhang
    ,
    Jiayu Chen
    ,
    Chang Xu
    ,
    Yuyu Luo
    ,
    Nan Tang
    , Hui Xiong
  9. GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery
    ACL 2026 ·
    Xi Chen
    ,
    Chuan Qin
    ,
    Jinpeng Li
    ,
    Shasha Hu
    ,
    Chao Wang
    ,
    Hengshu Zhu
    , Hui Xiong
  10. Graph Cross-Domain Continual Fine-Tuning via Orthogonal LoRA Routing with Contrastive Expert Specialization
    WWW 2026 ·
    Qianyi Cai
    ,
    Ziyue Qiao
    ,
    Minghao Yang
    ,
    Xiao Luo
    , Hui Xiong
  11. LLM-Oriented Information Retrieval: A Denoising-First Perspective
    SIGIR 2026 ·
    Lu Dai
    ,
    Liang Sun
    ,
    Fanpu Cao
    ,
    Ziyang Rao
    ,
    Cehao Yang
    ,
    Hao Liu
    , Hui Xiong
  12. OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
    AAAI 2026 ·
    Sisuo Lyu
    ,
    Siru Zhong
    ,
    Weilin Ruan
    ,
    Qingxiang Liu
    ,
    Qingsong Wen
    , Hui Xiong,
    Yuxuan Liang
  13. SceneLM: 3D-Aware Language Models for Editable 3D Scene Synthesis
    ACL 2026 ·
    Xingbo Yao
    ,
    Xiaoyu Chen
    ,
    Doudou Zhang
    ,
    Mingzhi Sheng
    ,
    Boyuan Cao
    ,
    Ying-Cong Chen
    , Hui Xiong
  14. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning
    ACL 2026 ·
    Cehao Yang
    ,
    Xueyuan Lin
    ,
    Xiaojun Wu
    ,
    Chengjin Xu
    ,
    Xuhui Jiang
    ,
    Honghao Liu
    , Hui Xiong,
    Jian Guo
  15. SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework
    ACL 2026 ·
    Junpeng Liu
    ,
    Jiuyi Li
    ,
    Kaiyu Huang
    ,
    Bo Jin
    ,
    Degen Huang
    , Hui Xiong
  16. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 ·
    Kun Yi
    ,
    Qi Zhang
    ,
    Wei Fan
    ,
    Longbing Cao
    ,
    Shoujin Wang
    ,
    Hui He
    ,
    Guodong Long
    ,
    Liang Hu
    ,
    Qingsong Wen
    , Hui Xiong
  17. Automatic Instruction Data Selection for Large Language Models via Uncertainty-Aware Influence Maximization
    WWW 2025 ·
    Jindong Han
    ,
    Hao Liu
    ,
    Jun Fang
    ,
    Naiqiang Tan
    , Hui Xiong
  18. CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
    ICLR 2025 ·
    Xingjian Wu
    ,
    Xiangfei Qiu
    ,
    Zhengyu Li
    ,
    Yihang Wang
    ,
    Jilin Hu
    ,
    Chenjuan Guo
    , Hui Xiong,
    Bin Yang
  19. CitySculpt: 3D City Generation from Satellite Imagery with UV Diffusion
    ACM MM 2025 ·
    Xingbo Yao
    ,
    Xuanmin Wang
    , Hui Xiong
  20. Depth Any Event Stream: Enhancing Event-based Monocular Depth Estimation via Dense-to-Sparse Distillation
    ICCV 2025 ·
    Jinjing Zhu
    ,
    Tianbo Pan
    ,
    Zidong Cao
    ,
    Yexin Liu
    ,
    James T. Kwok
    , Hui Xiong
  21. Editable Concept Bottleneck Models
    ICML 2025 ·
    Lijie Hu
    ,
    Chenyang Ren
    ,
    Zhengyu Hu
    ,
    Hongbin Lin
    ,
    Cheng-Long Wang
    ,
    Zhen Tan
    ,
    Weimin Lyu
    ,
    Jingfeng Zhang
    , Hui Xiong,
    Di Wang
  22. Efficient Skill Discovery via Regret-Aware Optimization
    ICML 2025 ·
    He Zhang
    ,
    Ming Zhou
    ,
    Shaopeng Zhai
    ,
    Ying Sun
    , Hui Xiong
  23. Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling
    IJCAI 2025 ·
    Tianhui Ma
    ,
    Shuyao Wang
    ,
    Zhi Zheng
    , Hui Xiong
  24. Explaining Length Bias in LLM-Based Preference Evaluations
    EMNLP 2025 ·
    Zhengyu Hu
    ,
    Linxin Song
    ,
    Jieyu Zhang
    ,
    Zheyuan Xiao
    ,
    Tianfu Wang
    ,
    Zhengyu Chen
    ,
    Nicholas Jing Yuan
    ,
    Jianxun Lian
    ,
    Kaize Ding
    , Hui Xiong
  25. GCAL: Adapting Graph Models to Evolving Domain Shifts
    ICML 2025 ·
    Ziyue Qiao
    ,
    Qianyi Cai
    ,
    Hao Dong
    ,
    Jiawei Gu
    ,
    Pengyang Wang
    ,
    Meng Xiao
    ,
    Xiao Luo
    , Hui Xiong
  26. GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
    NeurIPS 2025 ·
    Kaichen Zhang
    ,
    Yuzhong Hong
    ,
    Junwei Bao
    ,
    Hongfei Jiang
    ,
    Yang Song
    ,
    Dingqian Hong
    , Hui Xiong
  27. Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
    AAAI 2025 ·
    Yuyang Ye
    ,
    Zhi Zheng
    ,
    Yishan Shen
    ,
    Tianshu Wang
    ,
    Hengruo Zhang
    ,
    Peijun Zhu
    ,
    Runlong Yu
    ,
    Kai Zhang
    , Hui Xiong
  28. Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
    WWW 2025 ·
    Shengzhe Zhang
    ,
    Liyi Chen
    ,
    Dazhong Shen
    ,
    Chao Wang
    , Hui Xiong
  29. Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction
    SIGKDD 2025 ·
    Pengfei Yu
    ,
    Jingjing Gu
    ,
    Dazhong Shen
    ,
    Xin Dong
    ,
    Yang Liu
    , Hui Xiong
  30. Joint Dependency and Conflicting Task Allocation in Collaboration-Aware Spatial Crowdsourcing
    ICDE 2025 ·
    Jiajun Yao
    ,
    Lei Yang
    ,
    Hao Liu
    , Hui Xiong
  31. LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning
    SIGKDD 2025 ·
    Shengming Zhang
    ,
    Le Zhang
    ,
    Jingbo Zhou
    ,
    Zhi Zheng
    , Hui Xiong
  32. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
    WWW 2025 ·
    Tianfu Wang
    ,
    Yi Zhan
    ,
    Jianxun Lian
    ,
    Zhengyu Hu
    ,
    Nicholas Jing Yuan
    ,
    Qi Zhang
    ,
    Xing Xie
    , Hui Xiong
  33. LLMLight: Large Language Models as Traffic Signal Control Agents
    SIGKDD 2025 ·
    Siqi Lai
    ,
    Zhao Xu
    ,
    Weijia Zhang
    ,
    Hao Liu
    , Hui Xiong
  34. Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
    NeurIPS 2025 ·
    Jingyao Wang
    ,
    Wenwen Qiang
    ,
    Zeen Song
    ,
    Changwen Zheng
    , Hui Xiong
  35. Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
    NeurIPS 2025 ·
    Weiyu Guo
    ,
    Ziyang Chen
    ,
    Shaoguang Wang
    ,
    JianXiang He
    ,
    Yijie Xu
    ,
    Jinhui Ye
    ,
    Ying Sun
    , Hui Xiong
  36. LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
    ACL 2025 ·
    Cehao Yang
    ,
    Xueyuan Lin
    ,
    Chengjin Xu
    ,
    Xuhui Jiang
    ,
    Shengjie Ma
    ,
    Aofan Liu
    , Hui Xiong,
    Jian Guo
  37. MagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency
    ICCV 2025 ·
    Xingbo Yao
    ,
    Xuanmin Wang
    ,
    Hao Wu
    ,
    Chengliang Ping
    ,
    Doudou Zhang
    , Hui Xiong
  38. Multifractal Comparison of Billboard and AI-Generated Music
    ACM MM 2025 ·
    Kevin Kailun Zhang
    ,
    Ying Sun
    , Hui Xiong
  39. Multimodal 3D Genome Pre-training
    NeurIPS 2025 ·
    Minghao Yang
    ,
    Pengteng Li
    ,
    Yan Liang
    ,
    Qianyi Cai
    ,
    Zhihang Zheng
    ,
    Shichen Zhang
    ,
    Pengfei Zhang
    ,
    Zhi-An Huang
    , Hui Xiong
  40. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    ICML 2025 ·
    Yuan Gao
    ,
    Hao Wu
    ,
    Ruiqi Shu
    ,
    Huanshuo Dong
    ,
    Fan Xu
    ,
    Rui Ray Chen
    ,
    Yibo Yan
    ,
    Qingsong Wen
    ,
    Xuming Hu
    ,
    Kun Wang
    ,
    Jiahao Wu
    ,
    Qing Li
    , Hui Xiong,
    Xiaomeng Huang
  41. Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
    NeurIPS 2025 ·
    Ruiyao Miao
    ,
    Junren Xiao
    ,
    Shiya Tsang
    , Hui Xiong,
    Ying Nian Wu
  42. Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
    ICML 2025 ·
    Weiyu Guo
    ,
    Ziyue Qiao
    ,
    Ying Sun
    ,
    Yijie Xu
    , Hui Xiong
  43. Robust Explanations of Graph Neural Networks via Graph Curvatures
    NeurIPS 2025 ·
    Yazheng Liu
    ,
    Xi Zhang
    ,
    Sihong Xie
    , Hui Xiong
  44. SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
    ICML 2025 ·
    Yishan Shen
    ,
    Yuyang Ye
    , Hui Xiong,
    Yong Chen
  45. SCA3D: Enhancing Cross-Modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation
    ICRA 2025 ·
    Junlong Ren
    ,
    Hao Wu
    , Hui Xiong,
    Hao Wang
  46. ST$2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
    NeurIPS 2025 ·
    Zidong Cao
    ,
    Jinjing Zhu
    ,
    Hao Ai
    ,
    Lutao Jiang
    ,
    Yuanhuiyi Lyu
    , Hui Xiong
  47. ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
    SIGKDD 2025 ·
    Junyong Lin
    ,
    Lu Dai
    ,
    Ruiqian Han
    ,
    Yijie Sui
    ,
    Ruilin Wang
    ,
    Xingliang Sun
    ,
    Qinglin Wu
    ,
    Min Feng
    ,
    Hao Liu
    , Hui Xiong
  48. Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data
    VLDB 2025 ·
    Jindong Han
    ,
    Hao Wang
    , Hui Xiong,
    Hao Liu
  49. SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
    SIGKDD 2025 ·
    Chuan Qin
    ,
    Xin Chen
    ,
    Chengrui Wang
    ,
    Pengmin Wu
    ,
    Xi Chen
    ,
    Yihang Cheng
    ,
    Jingyi Zhao
    ,
    Meng Xiao
    ,
    Xiangchao Dong
    ,
    Qingqing Long
    ,
    Boya Pan
    ,
    Han Wu
    ,
    Chengzan Li
    ,
    Yuanchun Zhou
    , Hui Xiong,
    Hengshu Zhu
  50. SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
    ICLR 2025 ·
    Lu Dai
    ,
    Yijie Xu
    ,
    Jinhui Ye
    ,
    Hao Liu
    , Hui Xiong
  51. See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
    NeurIPS 2025 ·
    Pengteng Li
    ,
    Pinhao Song
    ,
    Wuyang Li
    ,
    Huizai Yao
    ,
    Weiyu Guo
    ,
    Yijie Xu
    ,
    Dugang Liu
    , Hui Xiong
  52. Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
    SIGKDD 2025 ·
    Wei Wu
    ,
    Chao Wang
    ,
    Liyi Chen
    ,
    Mingze Yin
    ,
    Yiheng Zhu
    ,
    Kun Fu
    ,
    Jieping Ye
    , Hui Xiong,
    Zheng Wang
  53. TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations
    AAAI 2025 ·
    Mingze Gao
    ,
    Jingyu Liu
    ,
    Mingda Li
    ,
    Jiangtao Xie
    ,
    Qingbin Liu
    ,
    Kevin Zhao
    ,
    Xi Chen
    , Hui Xiong
  54. TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
    EMNLP 2025 ·
    Hang Ni
    ,
    Fan Liu
    ,
    Xinyu Ma
    ,
    Lixin Su
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Hui Xiong,
    Hao Liu
  55. Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension
    ICRA 2025 ·
    Runwei Guan
    ,
    Ruixiao Zhang
    ,
    Ningwei Ouyang
    ,
    Jianan Liu
    ,
    Ka Lok Man
    ,
    Xiaohao Cai
    ,
    Ming Xu
    ,
    Jeremy S. Smith
    ,
    Eng Gee Lim
    ,
    Yutao Yue
    , Hui Xiong
  56. The 6th International Workshop on Talent and Management Computing (TMC 2025)
    SIGKDD 2025 ·
    Hengshu Zhu
    ,
    Yong Ge
    , Hui Xiong,
    Ee-Peng Lim
  57. TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection
    EMNLP 2025 ·
    Wei Wu
    ,
    Zhuoshi Pan
    ,
    Kun Fu
    ,
    Chao Wang
    ,
    Liyi Chen
    ,
    Yunchu Bai
    ,
    Tianfu Wang
    ,
    Zheng Wang
    , Hui Xiong
  58. Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
    ICLR 2025 ·
    Ziyue Qiao
    ,
    Junren Xiao
    ,
    Qingqiang Sun
    ,
    Meng Xiao
    ,
    Xiao Luo
    , Hui Xiong
  59. Towards the Causal Complete Cause of Multi-Modal Representation Learning
    ICML 2025 ·
    Jingyao Wang
    ,
    Siyu Zhao
    ,
    Wenwen Qiang
    ,
    Jiangmeng Li
    ,
    Changwen Zheng
    ,
    Fuchun Sun
    , Hui Xiong
  60. Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
    SIGKDD 2025 ·
    Weijia Zhang
    ,
    Chenlong Yin
    ,
    Hao Liu
    , Hui Xiong
  61. Unleashing the Power of Large Language Model for Denoising Recommendation
    WWW 2025 ·
    Shuyao Wang
    ,
    Zhi Zheng
    ,
    Yongduo Sui
    , Hui Xiong
  62. Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
    NeurIPS 2025 ·
    Zhengyu Hu
    ,
    Jianxun Lian
    ,
    Zheyuan Xiao
    ,
    Seraphina Zhang
    ,
    Tianfu Wang
    ,
    Nicholas Jing Yuan
    ,
    Xing Xie
    , Hui Xiong
  63. AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
    SIGIR 2024 ·
    Wei Wu
    ,
    Chao Wang
    ,
    Dazhong Shen
    ,
    Chuan Qin
    ,
    Liyi Chen
    , Hui Xiong
  64. BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction
    ICLR 2024 ·
    Jiangmeng Li
    ,
    Fei Song
    ,
    Yifan Jin
    ,
    Wenwen Qiang
    ,
    Changwen Zheng
    ,
    Fuchun Sun
    , Hui Xiong
  65. BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks
    VLDB 2024 ·
    Jindong Han
    ,
    Weijia Zhang
    ,
    Hao Liu
    ,
    Tao Tao
    ,
    Naiqiang Tan
    , Hui Xiong
  66. COMET: NFT Price Prediction with Wallet Profiling
    SIGKDD 2024 ·
    Tianfu Wang
    ,
    Liwei Deng
    ,
    Chao Wang
    ,
    Jianxun Lian
    ,
    Yue Yan
    ,
    Nicholas Jing Yuan
    ,
    Qi Zhang
    , Hui Xiong
  67. Collaboration-Aware Hybrid Learning for Knowledge Development Prediction
    WWW 2024 ·
    Liyi Chen
    ,
    Chuan Qin
    ,
    Ying Sun
    ,
    Xin Song
    ,
    Tong Xu
    ,
    Hengshu Zhu
    , Hui Xiong
  68. CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control
    SIGKDD 2024 ·
    Qian Sun
    ,
    Rui Zha
    ,
    Le Zhang
    ,
    Jingbo Zhou
    ,
    Yu Mei
    ,
    Zhiling Li
    , Hui Xiong
  69. Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
    WSDM 2024 ·
    Shuyao Wang
    ,
    Yongduo Sui
    ,
    Jiancan Wu
    ,
    Zhi Zheng
    , Hui Xiong
  70. Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
    CVPR 2024 ·
    Yunfan Lu
    ,
    Yijie Xu
    ,
    Wenzong Ma
    ,
    Weiyu Guo
    , Hui Xiong
  71. FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation
    IJCAI 2024 ·
    Tianfu Wang
    ,
    Qilin Fan
    ,
    Chao Wang
    ,
    Long Yang
    ,
    Leilei Ding
    ,
    Nicholas Jing Yuan
    , Hui Xiong
  72. Graph Signal Diffusion Model for Collaborative Filtering
    SIGIR 2024 ·
    Yunqin Zhu
    ,
    Chao Wang
    ,
    Qi Zhang
    , Hui Xiong
  73. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    WWW 2024 ·
    Zhi Zheng
    ,
    Wenshuo Chao
    ,
    Zhaopeng Qiu
    ,
    Hengshu Zhu
    , Hui Xiong
  74. Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction
    ECML-PKDD 2024 ·
    Yuhan Ye
    ,
    Jingbo Zhou
    ,
    Shuangli Li
    ,
    Congxi Xiao
    ,
    Haochao Ying
    , Hui Xiong
  75. Improve Dense Passage Retrieval with Entailment Tuning
    EMNLP 2024 ·
    Lu Dai
    ,
    Hao Liu
    , Hui Xiong
  76. Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
    NeurIPS 2024 ·
    Jiechao Guan
    , Hui Xiong
  77. Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
    ICLR 2024 ·
    Jiechao Guan
    , Hui Xiong
  78. Improving Gloss-free Sign Language Translation by Reducing Representation Density
    NeurIPS 2024 ·
    Jinhui Ye
    ,
    Xing Wang
    ,
    Wenxiang Jiao
    ,
    Junwei Liang
    , Hui Xiong
  79. Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
    SIGKDD 2024 ·
    Wenzhao Jiang
    ,
    Jindong Han
    ,
    Hao Liu
    ,
    Tao Tao
    ,
    Naiqiang Tan
    , Hui Xiong
  80. Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach
    ICML 2024 ·
    Weijia Zhang
    ,
    Chenlong Yin
    ,
    Hao Liu
    ,
    Xiaofang Zhou
    , Hui Xiong
  81. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks
    SIGKDD 2024 ·
    Weijia Zhang
    ,
    Le Zhang
    ,
    Jindong Han
    ,
    Hao Liu
    ,
    Yanjie Fu
    ,
    Jingbo Zhou
    ,
    Yu Mei
    , Hui Xiong
  82. Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
    NeurIPS 2024 ·
    Xi Chen
    ,
    Chuan Qin
    ,
    Chuyu Fang
    ,
    Chao Wang
    ,
    Chen Zhu
    ,
    Fuzhen Zhuang
    ,
    Hengshu Zhu
    , Hui Xiong
  83. Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks
    SIGKDD 2024 ·
    Wenyuan Jiang
    ,
    Wenwei Wu
    ,
    Le Zhang
    ,
    Zixuan Yuan
    ,
    Jian Xiang
    ,
    Jingbo Zhou
    , Hui Xiong
  84. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
    EMNLP 2024 ·
    Yihuai Lan
    ,
    Zhiqiang Hu
    ,
    Lei Wang
    ,
    Yang Wang
    ,
    Deheng Ye
    ,
    Peilin Zhao
    ,
    Ee-Peng Lim
    , Hui Xiong,
    Hao Wang
  85. MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results
    CVPR 2024 ·
    Yaqi Wu
    ,
    Zhihao Fan
    ,
    Xiaofeng Chu
    ,
    Jimmy S. Ren
    ,
    Xiaoming Li
    ,
    Zongsheng Yue
    ,
    Chongyi Li
    ,
    Shangcheng Zhou
    ,
    Ruicheng Feng
    ,
    Yuekun Dai
    ,
    Peiqing Yang
    ,
    Chen Change Loy
    ,
    Senyan Xu
    ,
    Zhijing Sun
    ,
    Jiaying Zhu
    ,
    Yurui Zhu
    ,
    Xueyang Fu
    ,
    Zheng-Jun Zha
    ,
    Jun Cao
    ,
    Cheng Li
    ,
    Shu Chen
    ,
    Liang Ma
    ,
    Shiyang Zhou
    ,
    Haijin Zeng
    ,
    Kai Feng
    ,
    Yongyong Chen
    ,
    Jingyong Su
    ,
    Xianyu Guan
    ,
    Hongyuan Yu
    ,
    Cheng Wan
    ,
    Jiamin Lin
    ,
    Binnan Han
    ,
    Yajun Zou
    ,
    Zhuoyuan Wu
    ,
    Yuan Huang
    ,
    Yongsheng Yu
    ,
    Daoan Zhang
    ,
    Jizhe Li
    ,
    Xuanwu Yin
    ,
    Kunlong Zuo
    ,
    Yunfan Lu
    ,
    Yijie Xu
    ,
    Wenzong Ma
    ,
    Weiyu Guo
    , Hui Xiong,
    Wei Yu
    ,
    Bingchun Luo
    ,
    Sabari Nathan
    ,
    Priya Kansal
  86. MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment
    SIGIR 2024 ·
    Zhi Zheng
    ,
    Xiao Hu
    ,
    Shanshan Gao
    ,
    Hengshu Zhu
    , Hui Xiong
  87. Optimized Cost Per Click in Online Advertising: A Theoretical Analysis
    SIGKDD 2024 ·
    Kaichen Zhang
    ,
    Zixuan Yuan
    , Hui Xiong
  88. PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization
    SIGKDD 2024 ·
    Yuyang Ye
    ,
    Lu-An Tang
    ,
    Haoyu Wang
    ,
    Runlong Yu
    ,
    Wenchao Yu
    ,
    Erhu He
    ,
    Haifeng Chen
    , Hui Xiong
  89. Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
    NeurIPS 2024 ·
    Jinliang Deng
    ,
    Feiyang Ye
    ,
    Du Yin
    ,
    Xuan Song
    ,
    Ivor W. Tsang
    , Hui Xiong
  90. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
    NeurIPS 2024 ·
    Liyi Chen
    ,
    Panrong Tong
    ,
    Zhongming Jin
    ,
    Ying Sun
    ,
    Jieping Ye
    , Hui Xiong
  91. Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting
    IJCAI 2024 ·
    Xi Chen
    ,
    Chuan Qin
    ,
    Zhigaoyuan Wang
    ,
    Yihang Cheng
    ,
    Chao Wang
    ,
    Hengshu Zhu
    , Hui Xiong
  92. ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations
    SIGKDD 2024 ·
    Congxi Xiao
    ,
    Jingbo Zhou
    ,
    Yixiong Xiao
    ,
    Jizhou Huang
    , Hui Xiong
  93. Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities
    EMNLP 2024 ·
    Zhonghao Li
    ,
    Xuming Hu
    ,
    Aiwei Liu
    ,
    Kening Zheng
    ,
    Sirui Huang
    , Hui Xiong
  94. Resource-Aware Federated Self-Supervised Learning with Global Class Representations
    NeurIPS 2024 ·
    Mingyi Li
    ,
    Xiao Zhang
    ,
    Qi Wang
    ,
    Tengfei Liu
    ,
    Ruofan Wu
    ,
    Weiqiang Wang
    ,
    Fuzhen Zhuang
    , Hui Xiong,
    Dongxiao Yu
  95. Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations
    ICDE 2024 ·
    Rui Zha
    ,
    Le Zhang
    ,
    Shuangli Li
    ,
    Jingbo Zhou
    ,
    Tong Xu
    , Hui Xiong,
    Enhong Chen
  96. Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
    AAAI 2024 ·
    Zixuan Yuan
    ,
    Hao Liu
    ,
    Haoyi Zhou
    ,
    Denghui Zhang
    ,
    Xiao Zhang
    ,
    Hao Wang
    , Hui Xiong
  97. SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
    NeurIPS 2024 ·
    Weiyu Guo
    ,
    Ying Sun
    ,
    Yijie Xu
    ,
    Ziyue Qiao
    ,
    Yongkui Yang
    , Hui Xiong
  98. Spatio-Temporal Sequence Modeling for Traffic Signal Control
    CIKM 2024 ·
    Qian Sun
    ,
    Le Zhang
    ,
    Jingbo Zhou
    ,
    Rui Zha
    ,
    Yu Mei
    ,
    Chujie Tian
    , Hui Xiong
  99. Tabular Data-centric AI: Challenges, Techniques and Future Perspectives
    CIKM 2024 ·
    Yanjie Fu
    ,
    Dongjie Wang
    , Hui Xiong,
    Kunpeng Liu
  100. Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
    NeurIPS 2024 ·
    Liyi Chen
    ,
    Ying Sun
    ,
    Shengzhe Zhang
    ,
    Yuyang Ye
    ,
    Wei Wu
    , Hui Xiong
  101. Temporal Graph Contrastive Learning for Sequential Recommendation
    AAAI 2024 ·
    Shengzhe Zhang
    ,
    Liyi Chen
    ,
    Chao Wang
    ,
    Shuangli Li
    , Hui Xiong
  102. The 5th International Workshop on Talent and Management Computing (TMC'2024)
    SIGKDD 2024 ·
    Hengshu Zhu
    ,
    Yong Ge
    , Hui Xiong,
    Ee-Peng Lim
  103. UniINR: Event-Guided Unified Rolling Shutter Correction, Deblurring, and Interpolation
    ECCV 2024 ·
    Yunfan Lu
    ,
    Guoqiang Liang
    ,
    Yusheng Wang
    ,
    Lin Wang
    , Hui Xiong
  104. Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification
    SIGIR 2024 ·
    Le Dai
    ,
    Yu Yin
    ,
    Enhong Chen
    , Hui Xiong
  105. Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning
    WWW 2024 ·
    Shuyao Wang
    ,
    Yongduo Sui
    ,
    Chao Wang
    , Hui Xiong
  106. Urban Foundation Models: A Survey
    SIGKDD 2024 ·
    Weijia Zhang
    ,
    Jindong Han
    ,
    Zhao Xu
    ,
    Hang Ni
    ,
    Hao Liu
    , Hui Xiong