PPaperPicks

Jiajun Bu

Zhejiang University, Zhejiang Provincial Key Laboratory of Service Robot, Hangzhou, China

50 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1097-2044 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×7AAAI ×5ACL ×4CHI ×4NeurIPS ×4WWW ×4EMNLP ×3SIGKDD ×3CIKM ×2CVPR ×2ECCV ×2ICDE ×2ICML ×2IJCAI ×2DIS ×1MICCAI ×1NAACL ×1SIGIR ×1

Frequent coauthors

Haishuai Wang
×23
Sheng Zhou
×14
Ming Gu
×6
Zhi Yu
×6
Ziwei Wang
×5
Zirui Shao
×5
Shiqin Liu
×4
Minjun Zhao
×4
Hangdi Xing
×4
Yuanchen Bei
×4
Ke Liu
×4
Qi Zheng
×4

Papers

  1. Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents
    ACL 2026 ·
    Huangwei Chen
    ,
    Wu Li
    ,
    Junhao Jia
    ,
    Yining Chen
    ,
    Xiaotao Pang
    ,
    YaLong Chen
    ,
    Gonghui Li
    ,
    Haishuai Wang
    , Jiajun Bu,
    Lei Wu
  2. Dreamliminal: A Closed-Loop EEG Wearable for Prolonging the N1 Sleep Stage
    CHI 2026 ·
    Xiao Zoe Fang
    ,
    Tian Zhou
    ,
    Duoduo Li
    ,
    Michaela Jayne Vranic-Peters
    ,
    Nathan Arthur Semertzidis
    ,
    Yanming Zhu
    , Jiajun Bu,
    Adam Haar Horowitz
    ,
    Pattie Maes
    ,
    Nathan W. Whitmore
  3. Dreamware: A Brain-Computer-Interfaced Multisensory Capsule Room for Dream Engineering
    CHI 2026 ·
    Xiao Zoe Fang
    ,
    Duoduo Li
    ,
    Tian Zhou
    ,
    Michaela Jayne Vranic-Peters
    ,
    Nathan Arthur Semertzidis
    ,
    Po-Yao (Cosmos) Wang
    ,
    Yanming Zhu
    ,
    Florian 'Floyd' Mueller
    ,
    Adam Haar Horowitz
    ,
    Nathan W. Whitmore
    , Jiajun Bu
  4. Rob2HanD: LLM-Driven Robotic Arm for IMU Interaction Dataset Generation
    CHI 2026 ·
    Jiangyuan Liu
    ,
    Chicheng Yu
    ,
    Xinli Chen
    , Jiajun Bu,
    Limin Zeng
  5. SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification
    ACL 2026 ·
    Junhao Jia
    ,
    Hanwen Zheng
    ,
    Yueyi Wu
    ,
    Huangwei Chen
    ,
    Haishuai Wang
    , Jiajun Bu,
    Lei Wu
  6. Towards Scalable Lightweight GUI Agents via Multi-role Orchestration
    ACL 2026 ·
    Ziwei Wang
    ,
    Junjie Zheng
    ,
    Leyang Yang
    ,
    Sheng Zhou
    ,
    Xiaoxuan Tang
    ,
    Zhouhua Fang
    ,
    Zhiwei Liu
    ,
    Dajun Chen
    ,
    Yong Li
    , Jiajun Bu
  7. Towards Scalable Web Accessibility Audit with MLLMs as Copilots
    AAAI 2026 ·
    Ming Gu
    ,
    Ziwei Wang
    ,
    Sicen Lai
    ,
    Zirui Gao
    ,
    Sheng Zhong
    , Jiajun Bu
  8. Unifying Multi-View Knowledge for Graph Learning via Model Collaboration
    AAAI 2026 ·
    Zhihao Wu
    ,
    Jielong Lu
    ,
    Zihan Fang
    ,
    Jinyu Cai
    ,
    Guangyong Chen
    , Jiajun Bu,
    Haishuai Wang
  9. 'What Can I Cook?' LetMeCook: An LLM-Based Interactive System for Personalized Recipe Generation
    ACM MM 2025 ·
    Shiqin Liu
    ,
    Minjun Zhao
    , Jiajun Bu
  10. BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks
    EMNLP 2025 ·
    Tianyuan Huang
    ,
    Zepeng Zhu
    ,
    Hangdi Xing
    ,
    Zirui Shao
    ,
    Zhi Yu
    ,
    Chaoxiong Yang
    ,
    Jiaxian He
    ,
    Xiaozhong Liu
    , Jiajun Bu
  11. Characterizing Submanifold Region for Out-of-Distribution Detection: (Extended Abstract)
    ICDE 2025 ·
    Xuhui Li
    ,
    Zhen Fang
    ,
    Yonggang Zhang
    ,
    Ning Ma
    , Jiajun Bu,
    Bo Han
    ,
    Haishuai Wang
  12. Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification
    SIGKDD 2025 ·
    Yuanchen Bei
    ,
    Weizhi Chen
    ,
    Hao Chen
    ,
    Sheng Zhou
    ,
    Carl Ji Yang
    ,
    Jiapei Fan
    ,
    Longtao Huang
    , Jiajun Bu
  13. Efficient Personalized Adaptation for Physiological Signal Foundation Model
    ICML 2025 ·
    Chenrui Wu
    ,
    Haishuai Wang
    ,
    Xiang Zhang
    ,
    Chengqi Zhang
    , Jiajun Bu
  14. Enhancing Bone Mineral Density Estimation from X-ray Images with Cross-Modal Knowledge Distillation
    SIGKDD 2025 ·
    Keyue Shi
    ,
    Qianqian Shen
    ,
    Zhongda Qi
    ,
    Junyao Yang
    ,
    Zhaoming Ye
    , Jiajun Bu,
    Haishuai Wang
  15. Hubness Reduction with Dual Bank Sinkhorn Normalization for Cross-Modal Retrieval
    ACM MM 2025 ·
    Zhengxin Pan
    ,
    Haishuai Wang
    ,
    Fangyu Wu
    ,
    Peng Zhang
    , Jiajun Bu
  16. ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data
    IJCAI 2025 ·
    Mengxuan Li
    ,
    Ke Liu
    ,
    Jialong Guo
    , Jiajun Bu,
    Hongwei Wang
    ,
    Haishuai Wang
  17. Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
    EMNLP 2025 ·
    Zirui Shao
    ,
    Feiyu Gao
    ,
    Zhaoqing Zhu
    ,
    Chuwei Luo
    ,
    Hangdi Xing
    ,
    Zhi Yu
    ,
    Qi Zheng
    ,
    Ming Yan
    , Jiajun Bu
  18. LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation
    CIKM 2025 ·
    Shiqin Liu
    ,
    Chaozhuo Li
    ,
    Minjun Zhao
    ,
    Litian Zhang
    , Jiajun Bu
  19. LUMOS: A Lumbar Multimodal Osteoporosis Screening Dataset with X-ray and CT images
    ACM MM 2025 ·
    Keyue Shi
    ,
    Qianqian Shen
    ,
    Zhaoming Ye
    ,
    Liangjun Jiang
    , Jiajun Bu,
    Haishuai Wang
  20. Learning from Graph: Mitigating Label Noise on Graph through Topological Feature Reconstruction
    CIKM 2025 ·
    Zhonghao Wang
    ,
    Yuanchen Bei
    ,
    Sheng Zhou
    ,
    Zhiyao Zhou
    ,
    Jiapei Fan
    ,
    Hui Xue
    ,
    Haishuai Wang
    , Jiajun Bu
  21. Long-form Hallucination Detection with Self-elicitation
    ACL 2025 ·
    Zihang Liu
    ,
    Jiawei Guo
    ,
    Hao Zhang
    ,
    Hongyang Chen
    , Jiajun Bu,
    Haishuai Wang
  22. LuciEntry: Towards Understanding the Design of Lucid Dream Induction
    DIS 2025 ·
    Po-Yao (Cosmos) Wang
    ,
    Xiao Zoe Fang
    ,
    Gabriel Ducos
    ,
    Nathaniel Yung Xiang Lee
    ,
    Antony Smith Loose
    ,
    Rohit Rajesh
    ,
    Nethmini Botheju
    ,
    Eric Chen
    ,
    Maria F. Montoya
    ,
    Alexandra Kitson
    ,
    Karen Konkoly
    ,
    Rohan Sagi
    ,
    Rakesh Patibanda
    ,
    Nathan W. Whitmore
    ,
    Mahdad Jafarzadeh Esfahani
    ,
    Jialin Deng
    , Jiajun Bu,
    Martin Dresler
    ,
    Don Samitha Elvitigala
    ,
    Nathan Arthur Semertzidis
    ,
    Florian 'Floyd' Mueller
  23. MP-GUI: Modality Perception with MLLMs for GUI Understanding
    CVPR 2025 ·
    Ziwei Wang
    ,
    Weizhi Chen
    ,
    Leyang Yang
    ,
    Sheng Zhou
    ,
    Shengchu Zhao
    ,
    Hanbei Zhan
    ,
    Jiongchao Jin
    ,
    Liangcheng Li
    ,
    Zirui Shao
    , Jiajun Bu
  24. Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness-Generalization Perspective
    NeurIPS 2025 ·
    Ming Gu
    ,
    Zhuonan Zheng
    ,
    Sheng Zhou
    ,
    Meihan Liu
    ,
    Jiawei Chen
    ,
    Qiaoyu Tan
    ,
    Liangcheng Li
    , Jiajun Bu
  25. MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance
    AAAI 2025 ·
    Jialong Guo
    ,
    Ke Liu
    ,
    Jiangchao Yao
    ,
    Zhihua Wang
    , Jiajun Bu,
    Haishuai Wang
  26. MoE-SAM: Enhancing SAM for Medical Image Segmentation with Mixture-of-Experts
    MICCAI 2025 ·
    Ruocheng Li
    ,
    Lei Wu
    ,
    Jingjun Gu
    ,
    Qi Xu
    ,
    Wanyi Chen
    ,
    Xiaoxu Cai
    , Jiajun Bu
  27. ModalSync: Synchronizing User Behavior with Multimodal Features for Multimodal Pre-training Recommendation
    WWW 2025 ·
    Shiqin Liu
    ,
    Chaozhuo Li
    ,
    Minjun Zhao
    ,
    Litian Zhang
    , Jiajun Bu
  28. Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors
    IJCAI 2025 ·
    Jielong Lu
    ,
    Zhihao Wu
    ,
    Jiajun Yu
    , Jiajun Bu,
    Haishuai Wang
  29. Multi-modal Medical Diagnosis via Large-small Model Collaboration
    CVPR 2025 ·
    Wanyi Chen
    ,
    Zihua Zhao
    ,
    Jiangchao Yao
    ,
    Ya Zhang
    , Jiajun Bu,
    Haishuai Wang
  30. PG-Agent: An Agent Powered by Page Graph
    ACM MM 2025 ·
    Weizhi Chen
    ,
    Ziwei Wang
    ,
    Leyang Yang
    ,
    Sheng Zhou
    ,
    Xiaoxuan Tang
    , Jiajun Bu,
    Yong Li
    ,
    Wei Jiang
  31. ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data
    AAAI 2025 ·
    Yufan Shen
    ,
    Chuwei Luo
    ,
    Zhaoqing Zhu
    ,
    Yang Chen
    ,
    Qi Zheng
    ,
    Zhi Yu
    , Jiajun Bu,
    Cong Yao
  32. TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection
    SIGKDD 2025 ·
    Mengxuan Li
    ,
    Ke Liu
    ,
    Hongyang Chen
    , Jiajun Bu,
    Hongwei Wang
    ,
    Haishuai Wang
  33. TableNarrator: Making Image Tables Accessible to Blind and Low Vision People
    CHI 2025 ·
    Ye Mo
    ,
    Gang Huang
    ,
    Liangcheng Li
    ,
    Dazhen Deng
    ,
    Zhi Yu
    ,
    Yilun Xu
    ,
    Kai Ye
    ,
    Sheng Zhou
    , Jiajun Bu
  34. Towards a Unified Framework of Clustering-based Anomaly Detection
    ICML 2025 ·
    Zeyu Fang
    ,
    Ming Gu
    ,
    Sheng Zhou
    ,
    Jiawei Chen
    ,
    Qiaoyu Tan
    ,
    Haishuai Wang
    , Jiajun Bu
  35. Towards an Inclusive Mobile Web: A Dataset and Framework for Focusability in UI Accessibility
    WWW 2025 ·
    Ming Gu
    ,
    Lei Pei
    ,
    Sheng Zhou
    ,
    Ming Shen
    ,
    Yuxuan Wu
    ,
    Zirui Gao
    ,
    Ziwei Wang
    ,
    Shuo Shan
    ,
    Wei Jiang
    ,
    Yong Li
    , Jiajun Bu
  36. Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix
    NeurIPS 2025 ·
    Zhuonan Zheng
    ,
    Yuanchen Bei
    ,
    Zhiyao Zhou
    ,
    Sheng Zhou
    ,
    Yao Ma
    ,
    Ming Gu
    ,
    Hongjia Xu
    ,
    Jiawei Chen
    , Jiajun Bu
  37. Where Views Meet Curves: Virtual Anchors for Hyperbolic Multi-View Graph Diffusion
    ACM MM 2025 ·
    Jielong Lu
    ,
    Zhihao Wu
    ,
    Jiajun Yu
    ,
    Qianqian Shen
    , Jiajun Bu,
    Haishuai Wang
  38. Attention Beats Linear for Fast Implicit Neural Representation Generation
    ECCV 2024 ·
    Shuyi Zhang
    ,
    Ke Liu
    ,
    Jingjun Gu
    ,
    Xiaoxu Cai
    ,
    Zhihua Wang
    , Jiajun Bu,
    Haishuai Wang
  39. CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks
    ICDE 2024 ·
    Yuanchen Bei
    ,
    Hao Xu
    ,
    Sheng Zhou
    ,
    Huixuan Chi
    ,
    Haishuai Wang
    ,
    Mengdi Zhang
    ,
    Zhao Li
    , Jiajun Bu
  40. Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation
    WWW 2024 ·
    Zhen Zhang
    ,
    Meihan Liu
    ,
    Anhui Wang
    ,
    Hongyang Chen
    ,
    Zhao Li
    , Jiajun Bu,
    Bingsheng He
  41. Deeply Fusing Semantics and Interactions for Item Representation Learning via Topology-driven Pre-training
    ACM MM 2024 ·
    Shiqin Liu
    ,
    Chaozhuo Li
    ,
    Xi Zhang
    ,
    Minjun Zhao
    ,
    Yuanbo Xu
    , Jiajun Bu
  42. Disentangled Anomaly Detection For Multivariate Time Series
    WWW 2024 ·
    Xin Jie
    ,
    Xixi Zhou
    ,
    Chanfei Su
    ,
    Zijun Zhou
    ,
    Yuqing Yuan
    , Jiajun Bu,
    Haishuai Wang
  43. DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing
    EMNLP 2024 ·
    Hangdi Xing
    ,
    Changxu Cheng
    ,
    Feiyu Gao
    ,
    Zirui Shao
    ,
    Zhi Yu
    , Jiajun Bu,
    Qi Zheng
    ,
    Cong Yao
  44. EASE-DR: Enhanced Sentence Embeddings for Dense Retrieval
    SIGIR 2024 ·
    Xixi Zhou
    ,
    Yang Gao
    ,
    Xin Jie
    ,
    Xiaoxu Cai
    , Jiajun Bu,
    Haishuai Wang
  45. Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings
    NAACL 2024 ·
    Xixi Zhou
    ,
    Chunbin Gu
    ,
    Xin Jie
    , Jiajun Bu,
    Haishuai Wang
  46. NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise
    NeurIPS 2024 ·
    Zhonghao Wang
    ,
    Danyu Sun
    ,
    Sheng Zhou
    ,
    Haobo Wang
    ,
    Jiapei Fan
    ,
    Longtao Huang
    , Jiajun Bu
  47. Rethinking Propagation for Unsupervised Graph Domain Adaptation
    AAAI 2024 ·
    Meihan Liu
    ,
    Zeyu Fang
    ,
    Zhen Zhang
    ,
    Ming Gu
    ,
    Sheng Zhou
    ,
    Xin Wang
    , Jiajun Bu
  48. Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
    NeurIPS 2024 ·
    Meihan Liu
    ,
    Zhen Zhang
    ,
    Jiachen Tang
    , Jiajun Bu,
    Bingsheng He
    ,
    Sheng Zhou
  49. Spatio-temporal Heterogeneous Federated Learning for Time Series Classification with Multi-view Orthogonal Training
    ACM MM 2024 ·
    Chenrui Wu
    ,
    Haishuai Wang
    ,
    Xiang Zhang
    ,
    Zhen Fang
    , Jiajun Bu
  50. WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation
    ECCV 2024 ·
    Zirui Shao
    ,
    Feiyu Gao
    ,
    Hangdi Xing
    ,
    Zepeng Zhu
    ,
    Zhi Yu
    , Jiajun Bu,
    Qi Zheng
    ,
    Cong Yao