PPaperPicks

Xiao Luo

University of Wisconsin-Madison, Department of Statistics, Madison, WI, USA

72 papers at tracked venues · 55 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7987-3714 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×15NeurIPS ×11EMNLP ×8ICML ×8AAAI ×5NAACL ×4ACM MM ×3SIGIR ×3SIGKDD ×3WWW ×3CIKM ×2ICLR ×2IJCAI ×2CVPR ×1ICDE ×1ICDM ×1

Frequent coauthors

Ming Zhang
×26
Zhiping Xiao
×25
Wei Ju
×24
Junyu Luo
×19
Xian-Sheng Hua
×12
Yifan Wang
×11
Yizhou Sun
×11
Chong Chen
×10
Yusheng Zhao
×10
Yiyang Gu
×7
Changhu Wang
×7
Ziyue Qiao
×7

Papers

  1. A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
    ACL 2026 ·
    Zhiyin Yu
    ,
    Yuchen Mou
    ,
    Juncheng Yan
    ,
    Junyu Luo
    ,
    Chunchun Chen
    ,
    Xing Wei
    ,
    Yunhui Liu
    ,
    Hongru Sun
    ,
    Yuxing Zhang
    ,
    Jun Xu
    ,
    Yatao Bian
    ,
    Ming Zhang
    ,
    Wei Ye
    ,
    Tieke He
    ,
    Jie Yang
    ,
    Guanjie Zheng
    ,
    Zhonghai Wu
    ,
    Bo Zhang
    ,
    Lei Bai
    , Xiao Luo
  2. CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing
    AAAI 2026 ·
    Yiyang Gu
    ,
    Bohan Wu
    ,
    Yifang Qin
    ,
    Jiaru Tang
    ,
    Rong-Cheng Tu
    ,
    Zhiping Xiao
    ,
    Taian Guo
    ,
    Junyu Luo
    ,
    Wei Ju
    , Xiao Luo,
    Dacheng Tao
    ,
    Ming Zhang
  3. Context-attended Adversarial Reinforcement Learning for Robust Multi-step Retrieval Augmented Generation
    ACL 2026 ·
    Yingtao Ren
    , Xiao Luo,
    Yu-Cheng Chang
    ,
    Chin-Teng Lin
  4. DANCE: Diversity-attended Dynamic Caching with Asymmetric Quantization for Test-time Adaptation of Vision-Language Models
    ACL 2026 ·
    Shunge Zou
    ,
    Changhu Wang
    ,
    Wei Ju
    ,
    Ziyue Qiao
    , Xiao Luo
  5. DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation
    SIGKDD 2026 ·
    Haodong Zhang
    ,
    Tao Ren
    ,
    Changhu Wang
    ,
    Yifan Wang
    ,
    Wei Ju
    ,
    Huaizhi Tang
    ,
    Junyu Luo
    ,
    Zimo Wang
    ,
    Ziyue Qiao
    ,
    Xian-Sheng Hua
    , Xiao Luo
  6. Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning
    SIGKDD 2026 ·
    Yuhang Pei
    ,
    Fanchun Meng
    ,
    Qinghua Ran
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Wei Ju
    ,
    Zimo Wang
    ,
    Xian-Sheng Hua
    , Xiao Luo
  7. Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning
    ACL 2026 ·
    Zhiyin Yu
    ,
    Bo Zhang
    ,
    Qibin Hou
    ,
    Zhonghai Wu
    , Xiao Luo,
    Lei Bai
  8. EviRAG: Evidence-Guided Retrieval-Augmented Generation for Medical Vision-Language Models
    SIGIR 2026 ·
    Yiyang Gu
    ,
    Jiayue Fan
    ,
    Kaili Liu
    ,
    Bohan Wu
    ,
    Binqi Chen
    ,
    Zequn Liu
    ,
    Zhiping Xiao
    ,
    Rong-Cheng Tu
    , Xiao Luo,
    Ming Zhang
  9. FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner
    ACL 2026 ·
    Hao Wu
    ,
    Hongru Sun
    ,
    Wanqing Li
    ,
    Xinguo Yu
    ,
    Hao Ming
    , Xiao Luo,
    Wenbin Zhang
    ,
    Jiahong Zhao
    ,
    Yi Guo
    ,
    Jie Yang
  10. GALA: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training
    ACL 2026 ·
    Zhongwei Xie
    ,
    Ruihao Liao
    ,
    Zimo Wang
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo
  11. 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
  12. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
    ACL 2026 ·
    Junyou Su
    ,
    He Zhu
    , Xiao Luo,
    Liyu Zhang
    ,
    Hong-Yu Zhou
    ,
    Yun Chen
    ,
    Peng Li
    ,
    Yang Liu
    ,
    Guanhua Chen
  13. SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
    ACL 2026 ·
    Yiyang Gu
    ,
    Junwei Yang
    ,
    Junyu Luo
    ,
    Ye Yuan
    ,
    Bin Feng
    ,
    Yingce Xia
    ,
    Shufang Xie
    ,
    Kaili Liu
    ,
    Bohan Wu
    ,
    Qi Shi
    ,
    Haoran Li
    ,
    Beier Xiao
    ,
    Zhiping Xiao
    , Xiao Luo,
    Weizhi Zhang
    ,
    Philip S. Yu
    ,
    Zequn Liu
    ,
    Ming Zhang
  14. Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts
    WWW 2026 ·
    Junyu Luo
    ,
    Zixuan Ouyang
    , Xiao Luo,
    Hourun Li
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    ,
    Ming Zhang
  15. When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse
    SIGIR 2026 ·
    Yingtao Ren
    ,
    Ziyi Zhao
    ,
    Yiwei Fu
    , Xiao Luo,
    Yu-Cheng Chang
    ,
    Chin-Teng Lin
  16. A Survey of RAG-Reasoning Systems in Large Language Models
    EMNLP 2025 ·
    Yangning Li
    ,
    Weizhi Zhang
    ,
    Yuyao Yang
    ,
    Wei-Chieh Huang
    ,
    Yaozu Wu
    ,
    Junyu Luo
    ,
    Yuanchen Bei
    ,
    Henry Peng Zou
    , Xiao Luo,
    Yusheng Zhao
    ,
    Chunkit Chan
    ,
    Yankai Chen
    ,
    Zhongfen Deng
    ,
    Yinghui Li
    ,
    Hai-Tao Zheng
    ,
    Dongyuan Li
    ,
    Renhe Jiang
    ,
    Ming Zhang
    ,
    Yangqiu Song
    ,
    Philip S. Yu
  17. A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
    ACL 2025 ·
    Junyu Luo
    ,
    Bohan Wu
    , Xiao Luo,
    Zhiping Xiao
    ,
    Yiqiao Jin
    ,
    Rong-Cheng Tu
    ,
    Nan Yin
    ,
    Yifan Wang
    ,
    Jingyang Yuan
    ,
    Wei Ju
    ,
    Ming Zhang
  18. Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization
    CIKM 2025 ·
    Yanping Wu
    ,
    Yanyong Huang
    ,
    Zijun Yao
    ,
    Yanjie Fu
    ,
    Kunpeng Liu
    , Xiao Luo,
    Dongjie Wang
  19. Attention Bootstrapping for Multi-Modal Test-Time Adaptation
    AAAI 2025 ·
    Yusheng Zhao
    ,
    Junyu Luo
    , Xiao Luo,
    Jinsheng Huang
    ,
    Jingyang Yuan
    ,
    Zhiping Xiao
    ,
    Ming Zhang
  20. CODE: Towards Partial Label Graph Learning via Coupled Dual Separation
    ACM MM 2025 ·
    Yiyang Gu
    ,
    Taian Guo
    ,
    Hang Zhou
    ,
    Zihao Chen
    ,
    Zhiping Xiao
    ,
    Yifang Qin
    , Xiao Luo,
    Wei Ju
    ,
    Yifan Wang
    ,
    Ming Zhang
  21. DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning
    ICML 2025 ·
    Yifan Wang
    ,
    Hourun Li
    ,
    Ling Yue
    ,
    Zhiping Xiao
    ,
    Jia Yang
    ,
    Changling Zhou
    ,
    Wei Ju
    ,
    Ming Zhang
    , Xiao Luo
  22. DATE: Dual Prompt Learning with Information Bottleneck for Graph Out-of-Distribution Generalization
    ACM MM 2025 ·
    Jiayi Zeng
    ,
    Tao Ren
    ,
    Changhu Wang
    ,
    Yifan Wang
    ,
    Wei Ju
    ,
    Zhipeng Sun
    , Xiao Luo
  23. DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
    AAAI 2025 ·
    Fan Zhang
    ,
    Changhu Wang
    ,
    Zebang Cheng
    ,
    Xiaojiang Peng
    ,
    Dongjie Wang
    ,
    Yijia Xiao
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo
  24. Don't Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
    NeurIPS 2025 ·
    Zitong Shi
    ,
    Frank Wan
    ,
    Haixin Wang
    ,
    Ruoyan Li
    ,
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Yijia Xiao
    , Xiao Luo,
    Carl Yang
    ,
    Yizhou Sun
    ,
    Wei Wang
  25. Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
    NeurIPS 2025 ·
    Xin Ma
    ,
    Yifan Wang
    ,
    Siyu Yi
    ,
    Wei Ju
    ,
    Junyu Luo
    ,
    Yusheng Zhao
    , Xiao Luo,
    Jiancheng Lv
  26. Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
    NeurIPS 2025 ·
    Yusheng Zhao
    ,
    Qixin Zhang
    , Xiao Luo,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Philip S. Yu
    ,
    Ming Zhang
  27. Embracing Large Language Models in Traffic Flow Forecasting
    ACL 2025 ·
    Yusheng Zhao
    , Xiao Luo,
    Haomin Wen
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Ming Zhang
  28. FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
    ACL 2025 ·
    Junyu Luo
    ,
    Zhizhuo Kou
    ,
    Liming Yang
    , Xiao Luo,
    Jinsheng Huang
    ,
    Zhiping Xiao
    ,
    Jingshu Peng
    ,
    Chengzhong Liu
    ,
    Jiaming Ji
    ,
    Xuanzhe Liu
    ,
    Sirui Han
    ,
    Ming Zhang
    ,
    Yike Guo
  29. Flow Field Reconstruction with Sensor Placement Policy Learning
    NeurIPS 2025 ·
    Ruoyan Li
    ,
    Guancheng Wan
    ,
    Zijie Huang
    ,
    Zixiao Liu
    ,
    Haixin Wang
    , Xiao Luo,
    Wei Wang
    ,
    Yizhou Sun
  30. Fourier Clouds: Fast Bias Correction for Imbalanced Semi-Supervised Learning
    NeurIPS 2025 ·
    Jiawei Gu
    ,
    Yidi Wang
    ,
    Qingqiang Sun
    ,
    Xinming Li
    , Xiao Luo,
    Ziyue Qiao
  31. Future Matters for Present: Towards Effective Physical Simulation over Meshes
    SIGKDD 2025 · Xiao Luo,
    Junyu Luo
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Carl Ji Yang
    ,
    Ming Zhang
    ,
    Yizhou Sun
  32. 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
  33. HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning
    EMNLP 2025 ·
    Ruochang Li
    , Xiao Luo,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Ming Zhang
  34. How Do Large Language Models Perform in Dynamical System Modeling
    NAACL 2025 · Xiao Luo,
    Binqi Chen
    ,
    Haixin Wang
    ,
    Zhiping Xiao
    ,
    Ming Zhang
    ,
    Yizhou Sun
  35. How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
    EMNLP 2025 · Xiao Luo,
    Changhu Wang
    ,
    Yizhou Sun
    ,
    Wei Wang
  36. How Effective is In-Context Learning with Large Language Models for Rare Cell Identification in Single-Cell Expression Data?
    ICDM 2025 ·
    Huaiyuan Yao
    ,
    Zhenxiao Cao
    ,
    Zhongman Wang
    ,
    Xiewei Ni
    ,
    Jinyan Dong
    ,
    Hongyi Cai
    ,
    Yuqiang Han
    , Xiao Luo
  37. Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models
    ACL 2025 ·
    Huanhuan Wei
    , Xiao Luo,
    Hongyi Yu
    ,
    Jinping Liang
    ,
    Luning Yang
    ,
    Lixing Lin
    ,
    Alexandra Popa
    ,
    Xiting Yan
  38. LEAF: Large Language Diffusion Model for Time Series Forecasting
    EMNLP 2025 ·
    Yuhang Pei
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Zhipeng Sun
    ,
    Wei Ju
    ,
    Chong Chen
    ,
    XianSheng Hua
    , Xiao Luo
  39. Learning Resistant Binary Descriptors Against Noise for Efficient Image Retrieval
    SIGIR 2025 ·
    Qingqing Long
    ,
    Haixin Wang
    ,
    Jinan Sun
    ,
    Wei Xiang
    ,
    Yijia Xiao
    ,
    Yusheng Zhao
    , Xiao Luo
  40. MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering
    ACL 2025 ·
    Yiwei Fu
    ,
    Yuxing Zhang
    ,
    Chunchun Chen
    ,
    JianwenMa JianwenMa
    ,
    Quan Yuan
    ,
    Rong-Cheng Tu
    ,
    Xinli Huang
    ,
    Wei Ye
    , Xiao Luo,
    Minghua Deng
  41. Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective
    NAACL 2025 ·
    Dapeng Jiang
    , Xiao Luo
  42. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
    EMNLP 2025 ·
    Yusheng Zhao
    , Xiao Luo,
    Junyu Luo
    ,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Philip S. Yu
    ,
    Ming Zhang
  43. NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration
    IJCAI 2025 ·
    Jiawei Gu
    ,
    Ziyue Qiao
    , Xiao Luo
  44. Protein Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Yijia Xiao
    ,
    Wanjia Zhao
    ,
    Junkai Zhang
    ,
    Yiqiao Jin
    ,
    Han Zhang
    ,
    Zhicheng Ren
    ,
    Renliang Sun
    ,
    Haixin Wang
    ,
    Guancheng Wan
    ,
    Pan Lu
    , Xiao Luo,
    Yu Zhang
    ,
    James Zou
    ,
    Yizhou Sun
    ,
    Wei Wang
  45. Rethink GraphODE Generalization within Coupled Dynamical System
    ICML 2025 ·
    Guancheng Wan
    ,
    Zijie Huang
    ,
    Wanjia Zhao
    , Xiao Luo,
    Yizhou Sun
    ,
    Wei Wang
  46. SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision
    NeurIPS 2025 ·
    Yiyang Gu
    ,
    Bohan Wu
    ,
    Qinghua Ran
    ,
    Rong-Cheng Tu
    , Xiao Luo,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Dacheng Tao
    ,
    Ming Zhang
  47. SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
    NeurIPS 2025 ·
    Zhao Jin
    ,
    Rong-Cheng Tu
    ,
    Jingyi Liao
    ,
    Wenhao Sun
    , Xiao Luo,
    Shunyu Liu
    ,
    Dacheng Tao
  48. Semi-supervised Fine-tuning for Large Language Models
    NAACL 2025 ·
    Junyu Luo
    , Xiao Luo,
    Xiusi Chen
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Ming Zhang
  49. Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
    ICML 2025 ·
    Junyu Luo
    ,
    Yuhao Tang
    ,
    Yiwei Fu
    , Xiao Luo,
    Zhizhuo Kou
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Wentao Zhang
    ,
    Ming Zhang
  50. TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs
    AAAI 2025 ·
    Yusheng Zhao
    ,
    Changhu Wang
    , Xiao Luo,
    Junyu Luo
    ,
    Wei Ju
    ,
    Zhiping Xiao
    ,
    Ming Zhang
  51. Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
    ICML 2025 ·
    Yusheng Zhao
    ,
    Qixin Zhang
    , Xiao Luo,
    Junyu Luo
    ,
    Wei Ju
    ,
    Zhiping Xiao
    ,
    Ming Zhang
  52. Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
    ICLR 2025 ·
    Ziyue Qiao
    ,
    Junren Xiao
    ,
    Qingqiang Sun
    ,
    Meng Xiao
    , Xiao Luo,
    Hui Xiong
  53. scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation
    ACL 2025 ·
    Zhiyin Yu
    ,
    Chao Zheng
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo
  54. DEMO: A Statistical Perspective for Efficient Image-Text Matching
    NAACL 2024 ·
    Fan Zhang
    ,
    Xian-Sheng Hua
    ,
    Chong Chen
    , Xiao Luo
  55. DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
    ICLR 2024 ·
    Nan Yin
    ,
    Mengzhu Wang
    ,
    Zhenghan Chen
    ,
    Li Shen
    ,
    Huan Xiong
    ,
    Bin Gu
    , Xiao Luo
  56. EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
    NeurIPS 2024 ·
    Jingyang Yuan
    ,
    Gongbo Sun
    ,
    Zhiping Xiao
    ,
    Hang Zhou
    , Xiao Luo,
    Junyu Luo
    ,
    Yusheng Zhao
    ,
    Wei Ju
    ,
    Ming Zhang
  57. FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
    ACL 2024 ·
    Fred Xu
    ,
    Song Jiang
    ,
    Zijie Huang
    , Xiao Luo,
    Shichang Zhang
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
  58. Fast Inference of Removal-Based Node Influence
    WWW 2024 ·
    Weikai Li
    ,
    Zhiping Xiao
    , Xiao Luo,
    Yizhou Sun
  59. Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval
    CVPR 2024 ·
    Fan Zhang
    ,
    Xian-Sheng Hua
    ,
    Chong Chen
    , Xiao Luo
  60. Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research
    EMNLP 2024 ·
    Tianyu Liu
    ,
    Yijia Xiao
    , Xiao Luo,
    Hua Xu
    ,
    Wenjin Jim Zheng
    ,
    Hongyu Zhao
  61. Hypergraph-enhanced Dual Semi-supervised Graph Classification
    ICML 2024 ·
    Wei Ju
    ,
    Zhengyang Mao
    ,
    Siyu Yi
    ,
    Yifang Qin
    ,
    Yiyang Gu
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    , Xiao Luo,
    Ming Zhang
  62. LION: Implicit Vision Prompt Tuning
    AAAI 2024 ·
    Haixin Wang
    ,
    Jianlong Chang
    ,
    Yihang Zhai
    , Xiao Luo,
    Jinan Sun
    ,
    Zhouchen Lin
    ,
    Qi Tian
  63. Large Language Models Can Be Contextual Privacy Protection Learners
    EMNLP 2024 ·
    Yijia Xiao
    ,
    Yiqiao Jin
    ,
    Yushi Bai
    ,
    Yue Wu
    ,
    Xianjun Yang
    , Xiao Luo,
    Wenchao Yu
    ,
    Xujiang Zhao
    ,
    Yanchi Liu
    ,
    Quanquan Gu
    ,
    Haifeng Chen
    ,
    Wei Wang
    ,
    Wei Cheng
  64. Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
    ICDE 2024 ·
    Yuhao Tang
    ,
    Junyu Luo
    ,
    Ling Yang
    , Xiao Luo,
    Wentao Zhang
    ,
    Bin Cui
  65. PGODE: Towards High-quality System Dynamics Modeling
    ICML 2024 · Xiao Luo,
    Yiyang Gu
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Jinsheng Huang
    ,
    Wei Ju
    ,
    Zhiping Xiao
    ,
    Ming Zhang
    ,
    Yizhou Sun
  66. PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
    CIKM 2024 ·
    Zeyu Dong
    ,
    Qingqing Long
    ,
    Yihang Zhou
    ,
    Pengfei Wang
    ,
    Zhihong Zhu
    , Xiao Luo,
    Yidong Wang
    ,
    Pengyang Wang
    ,
    Yuanchun Zhou
  67. PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
    NeurIPS 2024 ·
    Hao Wu
    ,
    Changhu Wang
    ,
    Fan Xu
    ,
    Jinbao Xue
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo
  68. PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction
    ACM MM 2024 ·
    Hao Wu
    ,
    Fan Xu
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo,
    Haixin Wang
  69. Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
    NeurIPS 2024 ·
    Zijie Huang
    ,
    Wanjia Zhao
    ,
    Jingdong Gao
    ,
    Ziniu Hu
    , Xiao Luo,
    Yadi Cao
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
    ,
    Wei Wang
  70. Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
    ICML 2024 ·
    Hao Wu
    ,
    Huiyuan Wang
    ,
    Kun Wang
    ,
    Weiyan Wang
    ,
    Changan Ye
    ,
    Yangyu Tao
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Xiao Luo
  71. Rank and Align: Towards Effective Source-free Graph Domain Adaptation
    IJCAI 2024 ·
    Junyu Luo
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    , Xiao Luo,
    Jingyang Yuan
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