PPaperPicks

Zi Huang

University of Queensland, Brisbane, Australia

34 papers at tracked venues · 24 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora
  2. Does Homophily Help in Robust Test-time Node Classification?
  3. Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking
  4. SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization
  5. TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only
  6. CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
  7. Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
  8. Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing
  9. Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models
  10. GCondenser: Benchmarking Graph Condensation
  11. GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
  12. Graph Condensation: Foundations, Methods and Prospects
  13. Is Less More? Exploring Token Condensation as Training-Free Test-Time Adaptation
  14. MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
  15. Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization
  16. Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
  17. Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents
  18. SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning
  19. Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks
  20. Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning
  21. Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline
  22. CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
  23. CaseLink: Inductive Graph Learning for Legal Case Retrieval
  24. Color-Oriented Redundancy Reduction in Dataset Distillation
  25. DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
  26. DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
  27. Event-Content-Oriented Dialogue Generation in Short Video
  28. Find n' Propagate: Open-Vocabulary 3D Object Detection in Urban Environments
  29. Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact
    ACM MM 2024 · Zi Helen Huang
  30. Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments
  31. OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection
  32. Physics-guided Active Sample Reweighting for Urban Flow Prediction
  33. Universal Adversarial Perturbations for Vision-Language Pre-trained Models
  34. Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts