PPaperPicks

Zi Huang

University of Queensland, Brisbane, Australia

35 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9738-4949 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×4NeurIPS ×4ICLR ×3SIGIR ×3WWW ×3CIKM ×2ECCV ×2EMNLP ×2ICCV ×2SIGMOD ×2AAAI ×1ACL ×1CVPR ×1FSE ×1IJCAI ×1NAACL ×1WACV ×1WSDM ×1

Frequent coauthors

Yadan Luo
×9
Ruihong Qiu
×8
Sen Wang
×5
Guangdong Bai
×4
Zhuoxiao Chen
×4
Zhi Chen
×4
Zijian Wang
×3
Tong Chen
×3
Hongzhi Yin
×3
Mahsa Baktashmotlagh
×3
Xin Yu
×3
Hai Lan
×2

Papers

  1. AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora
    SIGMOD 2026 ·
    Hai Lan
    ,
    Tingting Wang
    ,
    Zhifeng Bao
    ,
    Guoliang Li
    ,
    Daomin Ji
    ,
    Ge Lee
    ,
    Feng Luo
    , Zi Huang,
    Hailang Qiu
    ,
    Gang Hua
  2. Does Homophily Help in Robust Test-time Node Classification?
    WSDM 2026 ·
    Yan Jiang
    ,
    Ruihong Qiu
    , Zi Huang
  3. Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking
    SIGMOD 2026 ·
    Hai Lan
    ,
    Yang Yu
    ,
    Zhifeng Bao
    , Zi Huang,
    Yuwei Peng
  4. SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization
    WACV 2026 ·
    Bowen Yuan
    ,
    Yuxia Fu
    ,
    Zijian Wang
    ,
    Yadan Luo
    , Zi Huang
  5. TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only
    ACL 2026 ·
    Yilun Liu
    ,
    Ruihong Qiu
    , Zi Huang
  6. Unveiling AI-Driven Web Applications: Insights into Characteristics, Functionality, and Compliance
    FSE 2026 ·
    Liuhuo Wan
    ,
    Zicong Liu
    ,
    Chuan Yan
    ,
    Liujia Wan
    ,
    Naipeng Dong
    , Zi Huang,
    Guangdong Bai
  7. CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
    NeurIPS 2025 ·
    Huitong Yang
    ,
    Zhuoxiao Chen
    ,
    Fengyi Zhang
    , Zi Huang,
    Yadan Luo
  8. Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
    WWW 2025 ·
    Guodong Long
    ,
    Michale Blumestein
    ,
    Yi Chang
    ,
    Liane Lewin-Eytan
    , Zi Helen Huang,
    Elad Yom-Tov
  9. Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing
    SIGIR 2025 ·
    Zecheng Zhao
    ,
    Zhi Chen
    , Zi Huang,
    Shazia Sadiq
    ,
    Tong Chen
  10. Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
    CVPR 2025 ·
    Shuyang Hao
    ,
    Bryan Hooi
    ,
    Jun Liu
    ,
    Kai-Wei Chang
    , Zi Huang,
    Yujun Cai
  11. GCondenser: Benchmarking Graph Condensation
    CIKM 2025 ·
    Yilun Liu
    ,
    Ruihong Qiu
    , Zi Huang
  12. GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
    ICLR 2025 ·
    Danny Wang
    ,
    Ruihong Qiu
    ,
    Guangdong Bai
    , Zi Huang
  13. Graph Condensation: Foundations, Methods and Prospects
    WWW 2025 ·
    Hongzhi Yin
    ,
    Xinyi Gao
    ,
    Junliang Yu
    ,
    Ruihong Qiu
    ,
    Tong Chen
    ,
    Quoc Viet Hung Nguyen
    , Zi Huang
  14. Is Less More? Exploring Token Condensation as Training-Free Test-Time Adaptation
    ICCV 2025 ·
    Zixin Wang
    ,
    Dong Gong
    ,
    Sen Wang
    , Zi Huang,
    Yadan Luo
  15. MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
    ICLR 2025 ·
    Zhuoxiao Chen
    ,
    Junjie Meng
    ,
    Mahsa Baktashmotlagh
    ,
    Yonggang Zhang
    , Zi Huang,
    Yadan Luo
  16. Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization
    EMNLP 2025 ·
    Shuyang Hao
    ,
    Yiwei Wang
    ,
    Bryan Hooi
    ,
    Jun Liu
    ,
    Muhao Chen
    , Zi Huang,
    Yujun Cai
  17. Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
    WWW 2025 ·
    Guodong Long
    ,
    Michale Blumestein
    ,
    Yi Chang
    ,
    Liane Lewin-Eytan
    , Zi Helen Huang,
    Elad Yom-Tov
  18. Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents
    NeurIPS 2025 ·
    Zhizhen Zhang
    ,
    Lei Zhu
    ,
    Zhen Fang
    , Zi Huang,
    Yadan Luo
  19. SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
    ICCV 2025 ·
    Zhi Chen
    ,
    Zecheng Zhao
    ,
    Jingcai Guo
    ,
    Jingjing Li
    , Zi Huang
  20. Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks
    EMNLP 2025 ·
    Danny Wang
    ,
    Ruihong Qiu
    ,
    Guangdong Bai
    , Zi Huang
  21. Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning
    AAAI 2024 ·
    Anjie Zhu
    ,
    Peng-Fei Zhang
    ,
    Ruihong Qiu
    ,
    Zetao Zheng
    , Zi Huang,
    Jie Shao
  22. Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline
    ACM MM 2024 ·
    Tianqi Wei
    ,
    Zhi Chen
    , Zi Huang,
    Xin Yu
  23. CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
    ICLR 2024 ·
    Xiaoxiao Sun
    ,
    Xingjian Leng
    ,
    Zijian Wang
    ,
    Yang Yang
    , Zi Huang,
    Liang Zheng
  24. CaseLink: Inductive Graph Learning for Legal Case Retrieval
    SIGIR 2024 ·
    Yanran Tang
    ,
    Ruihong Qiu
    ,
    Hongzhi Yin
    ,
    Xue Li
    , Zi Huang
  25. Color-Oriented Redundancy Reduction in Dataset Distillation
    NeurIPS 2024 ·
    Bowen Yuan
    ,
    Zijian Wang
    ,
    Mahsa Baktashmotlagh
    ,
    Yadan Luo
    , Zi Huang
  26. DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
    ACM MM 2024 ·
    Zhuoxiao Chen
    ,
    Zixin Wang
    ,
    Yadan Luo
    ,
    Sen Wang
    , Zi Huang
  27. DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
    NeurIPS 2024 ·
    Jia Syuen Lim
    ,
    Zhuoxiao Chen
    ,
    Zhi Chen
    ,
    Mahsa Baktashmotlagh
    ,
    Xin Yu
    , Zi Huang,
    Yadan Luo
  28. Event-Content-Oriented Dialogue Generation in Short Video
    NAACL 2024 ·
    Fenghua Cheng
    ,
    Xue Li
    , Zi Huang,
    Jinxiang Wang
    ,
    Sen Wang
  29. Find n' Propagate: Open-Vocabulary 3D Object Detection in Urban Environments
    ECCV 2024 ·
    Djamahl Etchegaray
    , Zi Huang,
    Tatsuya Harada
    ,
    Yadan Luo
  30. Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact
    ACM MM 2024 · Zi Helen Huang,
    Phoebe Chen
    ,
    Shuicheng Yan
  31. Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments
    ACM MM 2024 ·
    Haodong Hong
    ,
    Sen Wang
    , Zi Huang,
    Qi Wu
    ,
    Jiajun Liu
  32. OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection
    ECCV 2024 ·
    Hu Zhang
    ,
    Jianhua Xu
    ,
    Tao Tang
    ,
    Haiyang Sun
    ,
    Xin Yu
    , Zi Huang,
    Kaicheng Yu
  33. Physics-guided Active Sample Reweighting for Urban Flow Prediction
    CIKM 2024 ·
    Wei Jiang
    ,
    Tong Chen
    ,
    Guanhua Ye
    ,
    Wentao Zhang
    ,
    Lizhen Cui
    , Zi Huang,
    Hongzhi Yin
  34. Universal Adversarial Perturbations for Vision-Language Pre-trained Models
    SIGIR 2024 ·
    Peng-Fei Zhang
    , Zi Huang,
    Guangdong Bai
  35. Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts
    IJCAI 2024 ·
    Haodong Hong
    ,
    Sen Wang
    , Zi Huang,
    Qi Wu
    ,
    Jiajun Liu