PPaperPicks

Junzhou Huang

University of Texas at Arlington, Arlington, TX, USA

18 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9548-1227 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×3MICCAI ×3CIKM ×2ICCV ×2NeurIPS ×2WACV ×2ACL ×1ACM MM ×1ECCV ×1ICLR ×1

Frequent coauthors

Yuzhi Guo
×9
Hehuan Ma
×9
Feng Jiang
×7
Wenliang Zhong
×5
Haiqing Li
×4
Thao M. Dang
×4
Yuwei Miao
×3
Jean Gao
×3
Qifeng Zhou
×3
Tingyang Xu
×3
Yu Rong
×3
Ligong Han
×2

Papers

  1. DICE: Discrete Inversion Enabling Controllable Editing for Masked Generative Models
    WACV 2026 ·
    Xiaoxiao He
    ,
    Quan Dao
    ,
    Ligong Han
    ,
    Song Wen
    ,
    Minhao Bai
    ,
    Di Liu
    ,
    Han Zhang
    ,
    Felix Juefei-Xu
    ,
    Chaowei Tan
    ,
    Bo Liu
    ,
    Martin Renqiang Min
    ,
    Kang Li
    ,
    Faez Ahmed
    ,
    Akash Srivastava
    ,
    Hongdong Li
    , Junzhou Huang,
    Dimitris N. Metaxas
  2. GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences
    AAAI 2026 ·
    Jingquan Yan
    ,
    Yuwei Miao
    ,
    Lei Yu
    ,
    Yuzhi Guo
    ,
    Xue Xiao
    ,
    Lin Xu
    , Junzhou Huang
  3. Guidelines as Environments: A World Model Approach to Rule Following
    ACL 2026 ·
    Haiqing Li
    ,
    Wenliang Zhong
    ,
    Yinhao Wu
    ,
    Hehuan Ma
    ,
    Yuzhi Guo
    ,
    Thao M. Dang
    , Junzhou Huang
  4. Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks
    AAAI 2026 ·
    Wenliang Zhong
    ,
    Haiqing Li
    ,
    Thao M. Dang
    ,
    Feng Jiang
    ,
    Hehuan Ma
    ,
    Yuzhi Guo
    ,
    Jean Gao
    , Junzhou Huang
  5. GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
    AAAI 2025 ·
    Yuwei Miao
    ,
    Yuzhi Guo
    ,
    Hehuan Ma
    ,
    Jingquan Yan
    ,
    Feng Jiang
    ,
    Rui Liao
    , Junzhou Huang
  6. HAGE: Hierarchical Alignment Gene-Enhanced Pathology Representation Learning with Spatial Transcriptomics
    MICCAI 2025 ·
    Thao M. Dang
    ,
    Haiqing Li
    ,
    Yuzhi Guo
    ,
    Hehuan Ma
    ,
    Feng Jiang
    ,
    Yuwei Miao
    ,
    Qifeng Zhou
    ,
    Jean Gao
    , Junzhou Huang
  7. InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
    ICLR 2025 ·
    Yifan Niu
    ,
    Ziqi Gao
    ,
    Tingyang Xu
    ,
    Yang Liu
    ,
    Yatao Bian
    ,
    Yu Rong
    , Junzhou Huang,
    Jia Li
  8. Learning a Unified Template for Gait Recognition
    ICCV 2025 ·
    Panjian Huang
    ,
    Saihui Hou
    , Junzhou Huang,
    Yongzhen Huang
  9. SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models
    WACV 2025 ·
    Xinxi Zhang
    ,
    Song Wen
    ,
    Ligong Han
    ,
    Felix Juefei-Xu
    ,
    Akash Srivastava
    , Junzhou Huang,
    Vladimir Pavlovic
    ,
    Hao Wang
    ,
    Molei Tao
    ,
    Dimitris N. Metaxas
  10. Seeing from Magic Mirror: Contrastive Learning from Reconstruction for Pose-based Gait Recognition
    ACM MM 2025 ·
    Shibei Meng
    ,
    Saihui Hou
    ,
    Yang Fu
    ,
    Xuecai Hu
    , Junzhou Huang,
    Yongzhen Huang
  11. TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
    NeurIPS 2025 ·
    Feng Jiang
    ,
    Mangal Prakash
    ,
    Hehuan Ma
    ,
    Jianyuan Deng
    ,
    Yuzhi Guo
    ,
    Amina Mollaysa
    ,
    Tommaso Mansi
    ,
    Rui Liao
    , Junzhou Huang
  12. Text-Guided Multi-instance Learning for Scoliosis Screening via Gait Video Analysis
    MICCAI 2025 ·
    Haiqing Li
    ,
    Yuzhi Guo
    ,
    Feng Jiang
    ,
    Thao M. Dang
    ,
    Hehuan Ma
    ,
    Qifeng Zhou
    ,
    Jean Gao
    , Junzhou Huang
  13. Zero-Shot Composed Image Retrieval via Dual-Stream Instruction-Aware Distillation
    ICCV 2025 ·
    Wenliang Zhong
    ,
    Robert A. Barton
    ,
    Weizhi An
    ,
    Feng Jiang
    ,
    Hehuan Ma
    ,
    Yuzhi Guo
    ,
    Abhishek Dan
    ,
    Shioulin Sam
    ,
    Karim Bouyarmane
    , Junzhou Huang
  14. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
    ,
    Ze Chen
    ,
    Juanxi Tian
    ,
    Yangrui Gong
    ,
    Ruibo Hou
    ,
    Yue Xu
    ,
    Zhenbang Wu
    ,
    Zhiyuan Fan
    ,
    Yiyang Zhou
    ,
    Kangyu Zhu
    ,
    Wenhao Zheng
    ,
    Zhaoyang Wang
    ,
    Xiao Wang
    ,
    Xuchao Zhang
    ,
    Chetan Bansal
    ,
    Marc Niethammer
    , Junzhou Huang,
    Hongtu Zhu
    ,
    Yun Li
    ,
    Jimeng Sun
    ,
    Zongyuan Ge
    ,
    Gang Li
    ,
    James Y. Zou
    ,
    Huaxiu Yao
  15. Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks
    ECCV 2024 ·
    Weizhi An
    ,
    Wenliang Zhong
    ,
    Feng Jiang
    ,
    Hehuan Ma
    , Junzhou Huang
  16. Hierarchical Graph Latent Diffusion Model for Conditional Molecule Generation
    CIKM 2024 ·
    Tian Bian
    ,
    Yifan Niu
    ,
    Heng Chang
    ,
    Divin Yan
    , Junzhou Huang,
    Yu Rong
    ,
    Tingyang Xu
    ,
    Jia Li
    ,
    Hong Cheng
  17. Natural Language-Assisted Multi-modal Medication Recommendation
    CIKM 2024 ·
    Jie Tan
    ,
    Yu Rong
    ,
    Kangfei Zhao
    ,
    Tian Bian
    ,
    Tingyang Xu
    , Junzhou Huang,
    Hong Cheng
    ,
    Helen Meng
  18. PathM3: A Multimodal Multi-task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
    MICCAI 2024 ·
    Qifeng Zhou
    ,
    Wenliang Zhong
    ,
    Yuzhi Guo
    ,
    Michael Xiao
    ,
    Hehuan Ma
    , Junzhou Huang