PPaperPicks

Yue Huang

Xiamen University, School of Information Science and Engineering, Fujian Key Laboratory of Sensing and Computing for Smart City, China

52 papers at tracked venues · 42 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3913-9400 ↗Homepage ↗

Venues

AAAI ×9NeurIPS ×9ACL ×6ICLR ×5CIKM ×4ACM MM ×3CVPR ×3EMNLP ×2ICCV ×2ICML ×2NAACL ×2WWW ×2BMVC ×1CHI ×1IJCAI ×1

Frequent coauthors

Ge Meng
DBLP profile ↗ORCID search ↗
×4
Yanbo Wang
DBLP profile ↗ORCID search ↗
×3
Luyao Tang
DBLP profile ↗ORCID search ↗
×3
Yuxuan Yuan
DBLP profile ↗ORCID search ↗
×2
Han Bao
DBLP profile ↗ORCID search ↗
×2
Jiayi Ye
DBLP profile ↗ORCID search ↗
×2
Dongping Chen
DBLP profile ↗ORCID search ↗
×2
Chujie Gao
DBLP profile ↗ORCID search ↗
×2
Yuzhi Huang
DBLP profile ↗ORCID search ↗
×2
Qihui Zhang
DBLP profile ↗ORCID search ↗
×2
Shuo Yang
DBLP profile ↗ORCID search ↗
×1
Xiaonan Luo
DBLP profile ↗ORCID search ↗
×1

Papers

  1. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
    AAAI 2026 ·
    Shuo Yang
    DBLP profile ↗ORCID search ↗
  2. Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement
    AAAI 2026 ·
    Xiaonan Luo
    DBLP profile ↗ORCID search ↗
  3. Decompose and Attribute: Boosting Generalizable Open-Set Object Detection via Objectness Score
    AAAI 2026 ·
    Yuxuan Yuan
    DBLP profile ↗ORCID search ↗
  4. Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs
    ACL 2026 · Yue Huang
  5. IntraAI: Bridging Human-AI Understanding Through Intelligent Interface Design
    WWW 2026 ·
    Han Bao
    DBLP profile ↗ORCID search ↗
  6. My Favorite Streamer is an LLM: Discovering, Bonding, and Co-Creating in AI VTuber Fandom
    CHI 2026 ·
    Jiayi Ye
    DBLP profile ↗ORCID search ↗
  7. PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
    ACL 2026 ·
    Han Bao
    DBLP profile ↗ORCID search ↗
  8. RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions
    AAAI 2026 ·
    Yanchi Ru
    DBLP profile ↗ORCID search ↗
  9. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
    DBLP profile ↗ORCID search ↗
  10. SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization
    AAAI 2026 · Yue Huang
  11. ASGS: Single-Domain Generalizable Open-Set Object Detection via Adaptive Subgraph Searching
    ICCV 2025 ·
    Yuxuan Yuan
    DBLP profile ↗ORCID search ↗
  12. Accelerated Diffusion via High-Low Frequency Decomposition for Pan-Sharpening
    AAAI 2025 ·
    Ge Meng
    DBLP profile ↗ORCID search ↗
  13. AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking
    NeurIPS 2025 ·
    Xiangqi Wang
    DBLP profile ↗ORCID search ↗
  14. Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
    NeurIPS 2025 ·
    Yanbo Wang
    DBLP profile ↗ORCID search ↗
  15. Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
    IJCAI 2025 ·
    Kehan Guo
    DBLP profile ↗ORCID search ↗
  16. Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
    ACL 2025 ·
    Yicheng Lang
    DBLP profile ↗ORCID search ↗
  17. ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
    NeurIPS 2025 · Yue Huang
  18. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
    ACL 2025 ·
    Zixiang Xu
    DBLP profile ↗ORCID search ↗
  19. DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
    AAAI 2025 ·
    Yunlong Lin
    DBLP profile ↗ORCID search ↗
  20. DataGen: Unified Synthetic Dataset Generation via Large Language Models
    ICLR 2025 · Yue Huang
  21. Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
    ICML 2025 ·
    Yifan Fang
    DBLP profile ↗ORCID search ↗
  22. Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction
    ICCV 2025 ·
    Luyao Tang
    DBLP profile ↗ORCID search ↗
  23. Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
    EMNLP 2025 ·
    Yujun Zhou
    DBLP profile ↗ORCID search ↗
  24. DyFlow: Dynamic Workflow Framework for Agentic Reasoning
    NeurIPS 2025 ·
    Yanbo Wang
    DBLP profile ↗ORCID search ↗
  25. DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
    NeurIPS 2025 ·
    Kairun Wen
    DBLP profile ↗ORCID search ↗
  26. FRN: Fractal-Based Recursive Spectral Reconstruction Network
    NeurIPS 2025 ·
    Ge Meng
    DBLP profile ↗ORCID search ↗
  27. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    ICLR 2025 ·
    Dongping Chen
    DBLP profile ↗ORCID search ↗
  28. Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
    CIKM 2025 ·
    Dawei Li
    DBLP profile ↗ORCID search ↗
  29. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
    ICLR 2025 ·
    Dongping Chen
    DBLP profile ↗ORCID search ↗
  30. Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings
    CIKM 2025 · Yue Huang
  31. Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
    ICLR 2025 ·
    Jiayi Ye
    DBLP profile ↗ORCID search ↗
  32. OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad
    CVPR 2025 ·
    Luyao Tang
    DBLP profile ↗ORCID search ↗
  33. Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
    NeurIPS 2025 ·
    Zhongnan Cai
    DBLP profile ↗ORCID search ↗
  34. Socially Responsible and Trustworthy Generative Foundation Models: Principles, Challenges, and Practices
    CIKM 2025 · Yue Huang
  35. Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction
    AAAI 2025 ·
    Ge Meng
    DBLP profile ↗ORCID search ↗
  36. TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models
    NAACL 2025 ·
    Yanbo Wang
    DBLP profile ↗ORCID search ↗
  37. Think it Image by Image: Multi-Image Moral Reasoning of Large Vision-Language Models
    CIKM 2025 ·
    Chujie Gao
    DBLP profile ↗ORCID search ↗
  38. Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
    CVPR 2025 ·
    Yuzhi Huang
    DBLP profile ↗ORCID search ↗
  39. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    CVPR 2025 ·
    Qihui Zhang
    DBLP profile ↗ORCID search ↗
  40. 1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
    EMNLP 2024 · Yue Huang
  41. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    ACL 2024 ·
    Xiao Liu
    DBLP profile ↗ORCID search ↗
  42. Efficient Perceiving Local Details via Adaptive Spatial-Frequency Information Integration for Multi-focus Image Fusion
    ACM MM 2024 ·
    Jingjia Huang
    DBLP profile ↗ORCID search ↗
  43. Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
    NeurIPS 2024 ·
    Chenxin Li
    DBLP profile ↗ORCID search ↗
  44. From Creation to Clarification: ChatGPT's Journey Through the Fake News Quagmire
    WWW 2024 · Yue Huang
  45. HonestLLM: Toward an Honest and Helpful Large Language Model
    NeurIPS 2024 ·
    Chujie Gao
    DBLP profile ↗ORCID search ↗
  46. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
    NAACL 2024 ·
    Qihui Zhang
    DBLP profile ↗ORCID search ↗
  47. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    ICLR 2024 · Yue Huang
  48. Mixstyle-Entropy: Whole Process Domain Generalization with Causal Intervention and Perturbation
    BMVC 2024 ·
    Luyao Tang
    DBLP profile ↗ORCID search ↗
  49. P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images
    ACM MM 2024 ·
    Yuzhi Huang
    DBLP profile ↗ORCID search ↗
  50. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 · Yue Huang
  51. Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation
    AAAI 2024 ·
    Ge Meng
    DBLP profile ↗ORCID search ↗
  52. SimCLIP: Refining Image-Text Alignment with Simple Prompts for Zero-/Few-shot Anomaly Detection
    ACM MM 2024 ·
    Chenghao Deng
    DBLP profile ↗ORCID search ↗