PPaperPicks

Yue Huang

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

53 papers at tracked venues · 43 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 ×1CCS ×1CHI ×1IJCAI ×1

Frequent coauthors

Xiangliang Zhang
×26
Xinghao Ding
×16
Lichao Sun
×11
Yanbo Wang
×10
Siyuan Wu
×10
Qihui Zhang
×9
Chujie Gao
×8
Jiayi Ye
×7
Ge Meng
×7
Yingying Wang
×7
Xiaotong Tu
×7
Dongping Chen
×7

Papers

  1. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
    AAAI 2026 ·
    Shuo Yang
    ,
    Qihui Zhang
    ,
    Yuyang Liu
    , Yue Huang,
    Xiaojun Jia
    ,
    Kun-Peng Ning
    ,
    Jia-Yu Yao
    ,
    Jigang Wang
    ,
    Hailiang Dai
    ,
    Yibing Song
    ,
    Li Yuan
  2. Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement
    AAAI 2026 ·
    Xiaonan Luo
    , Yue Huang,
    Ping He
    ,
    Xiangliang Zhang
  3. Decompose and Attribute: Boosting Generalizable Open-Set Object Detection via Objectness Score
    AAAI 2026 ·
    Yuxuan Yuan
    ,
    Lichen Wei
    ,
    Luyao Tang
    ,
    Chaoqi Chen
    ,
    Zheyuan Cai
    , Yue Huang,
    Xinghao Ding
  4. Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs
    ACL 2026 · Yue Huang,
    Haomin Zhuang
    ,
    Jiayi Ye
    ,
    Han Bao
    ,
    Yanbo Wang
    ,
    Hang Hua
    ,
    Siyuan Wu
    ,
    Pin-Yu Chen
    ,
    Xiangliang Zhang
  5. IntraAI: Bridging Human-AI Understanding Through Intelligent Interface Design
    WWW 2026 ·
    Han Bao
    , Yue Huang,
    Xiangliang Zhang
    ,
    Yanfang Ye
  6. My Favorite Streamer is an LLM: Discovering, Bonding, and Co-Creating in AI VTuber Fandom
    CHI 2026 ·
    Jiayi Ye
    ,
    Chaoran Chen
    , Yue Huang,
    Yanfang Ye
    ,
    Toby Jia-Jun Li
    ,
    Xiangliang Zhang
  7. PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
    ACL 2026 ·
    Han Bao
    ,
    Penghao Zhang
    , Yue Huang,
    Zhengqing Yuan
    ,
    Yanchi Ru
    ,
    S. U. Rui
    ,
    Yujun Zhou
    ,
    Xiangqi Wang
    ,
    Kehan Guo
    ,
    Nitesh V. Chawla
    ,
    Yanfang Ye
    ,
    Xiangliang Zhang
  8. RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions
    AAAI 2026 ·
    Yanchi Ru
    , Yue Huang,
    Xiangliang Zhang
  9. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
    ,
    Wenjie Wang
    , Yue Huang,
    Yanbo Wang
    ,
    Zhenhong Zhou
    ,
    Xiuying Chen
    ,
    Yang Liu
    ,
    Pin-Yu Chen
    ,
    Wei Wang
    ,
    Xiangliang Zhang
  10. SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization
    AAAI 2026 · Yue Huang,
    Xiangqi Wang
    ,
    Xiangliang Zhang
  11. ASGS: Single-Domain Generalizable Open-Set Object Detection via Adaptive Subgraph Searching
    ICCV 2025 ·
    Yuxuan Yuan
    ,
    Luyao Tang
    ,
    Yixin Chen
    ,
    Chaoqi Chen
    , Yue Huang,
    Xinghao Ding
  12. Accelerated Diffusion via High-Low Frequency Decomposition for Pan-Sharpening
    AAAI 2025 ·
    Ge Meng
    ,
    Jingjia Huang
    ,
    Jingyan Tu
    ,
    Yingying Wang
    ,
    Yunlong Lin
    ,
    Xiaotong Tu
    , Yue Huang,
    Xinghao Ding
  13. AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking
    NeurIPS 2025 ·
    Xiangqi Wang
    , Yue Huang,
    Yanbo Wang
    ,
    Xiaonan Luo
    ,
    Kehan Guo
    ,
    Yujun Zhou
    ,
    Xiangliang Zhang
  14. Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
    NeurIPS 2025 ·
    Yanbo Wang
    ,
    Zixiang Xu
    , Yue Huang,
    Chujie Gao
    ,
    Siyuan Wu
    ,
    Jiayi Ye
    ,
    Pin-Yu Chen
    ,
    Xiuying Chen
    ,
    Xiangliang Zhang
  15. Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
    IJCAI 2025 ·
    Kehan Guo
    ,
    Yili Shen
    ,
    Gisela Abigail Gonzalez-Montiel
    , Yue Huang,
    Yujun Zhou
    ,
    Mihir Surve
    ,
    Zhichun Guo
    ,
    Payel Das
    ,
    Nitesh V. Chawla
    ,
    Olaf Wiest
    ,
    Xiangliang Zhang
  16. Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
    ACL 2025 ·
    Yicheng Lang
    ,
    Kehan Guo
    , Yue Huang,
    Yujun Zhou
    ,
    Haomin Zhuang
    ,
    Tianyu Yang
    ,
    Yao Su
    ,
    Xiangliang Zhang
  17. ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
    NeurIPS 2025 · Yue Huang,
    Zhengzhe Jiang
    ,
    Xiaonan Luo
    ,
    Kehan Guo
    ,
    Haomin Zhuang
    ,
    Yujun Zhou
    ,
    Zhengqing Yuan
    ,
    Xiaoqi Sun
    ,
    Jules Schleinitz
    ,
    Yanbo Wang
    ,
    Shuhao Zhang
    ,
    Mihir Surve
    ,
    Nitesh V. Chawla
    ,
    Olaf Wiest
    ,
    Xiangliang Zhang
  18. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
    ACL 2025 ·
    Zixiang Xu
    ,
    Yanbo Wang
    , Yue Huang,
    Xiuying Chen
    ,
    Jieyu Zhao
    ,
    Meng Jiang
    ,
    Xiangliang Zhang
  19. DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
    AAAI 2025 ·
    Yunlong Lin
    ,
    Zhenqi Fu
    ,
    Kairun Wen
    ,
    Tian Ye
    ,
    Sixiang Chen
    ,
    Ge Meng
    ,
    Yingying Wang
    ,
    Chui Kong
    , Yue Huang,
    Xiaotong Tu
    ,
    Xinghao Ding
  20. DataGen: Unified Synthetic Dataset Generation via Large Language Models
    ICLR 2025 · Yue Huang,
    Siyuan Wu
    ,
    Chujie Gao
    ,
    Dongping Chen
    ,
    Qihui Zhang
    ,
    Yao Wan
    ,
    Tianyi Zhou
    ,
    Chaowei Xiao
    ,
    Jianfeng Gao
    ,
    Lichao Sun
    ,
    Xiangliang Zhang
  21. Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
    ICML 2025 ·
    Yifan Fang
    ,
    Yifei Fang
    ,
    Ruizhe Chen
    ,
    Haote Xu
    ,
    Xinghao Ding
    , Yue Huang
  22. Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction
    ICCV 2025 ·
    Luyao Tang
    ,
    Kunze Huang
    ,
    Chaoqi Chen
    ,
    Yuxuan Yuan
    ,
    Chenxin Li
    ,
    Xiaotong Tu
    ,
    Xinghao Ding
    , Yue Huang
  23. Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
    EMNLP 2025 ·
    Yujun Zhou
    ,
    Jiayi Ye
    ,
    Zipeng Ling
    ,
    Yufei Han
    , Yue Huang,
    Haomin Zhuang
    ,
    Zhenwen Liang
    ,
    Kehan Guo
    ,
    Taicheng Guo
    ,
    Xiangqi Wang
    ,
    Xiangliang Zhang
  24. DyFlow: Dynamic Workflow Framework for Agentic Reasoning
    NeurIPS 2025 ·
    Yanbo Wang
    ,
    Zixiang Xu
    , Yue Huang,
    Xiangqi Wang
    ,
    Zirui Song
    ,
    Lang Gao
    ,
    Chenxi Wang
    ,
    Robert Tang
    ,
    Yue Zhao
    ,
    Arman Cohan
    ,
    Xiangliang Zhang
    ,
    Xiuying Chen
  25. DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
    NeurIPS 2025 ·
    Kairun Wen
    ,
    Yuzhi Huang
    ,
    Runyu Chen
    ,
    Hui Zheng
    ,
    Yunlong Lin
    ,
    Panwang Pan
    ,
    Chenxin Li
    ,
    Wenyan Cong
    ,
    Jian Jun Zhang
    ,
    Junbin Lu
    ,
    Chenguo Lin
    ,
    Dilin Wang
    ,
    Zhicheng Yan
    ,
    Hongyu Xu
    ,
    Justin Theiss
    , Yue Huang,
    Xinghao Ding
    ,
    Rakesh Ranjan
    ,
    Zhiwen Fan
  26. FRN: Fractal-Based Recursive Spectral Reconstruction Network
    NeurIPS 2025 ·
    Ge Meng
    ,
    Zhongnan Cai
    ,
    Ruizhe Chen
    ,
    Jingyan Tu
    ,
    Yingying Wang
    , Yue Huang,
    Xinghao Ding
  27. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    ICLR 2025 ·
    Dongping Chen
    , Yue Huang,
    Siyuan Wu
    ,
    Jingyu Tang
    ,
    Huichi Zhou
    ,
    Qihui Zhang
    ,
    Zhigang He
    ,
    Yilin Bai
    ,
    Chujie Gao
    ,
    Liuyi Chen
    ,
    Yiqiang Li
    ,
    Chenlong Wang
    ,
    Yue Yu
    ,
    Tianshuo Zhou
    ,
    Zhen Li
    ,
    Yi Gui
    ,
    Yao Wan
    ,
    Pan Zhou
    ,
    Jianfeng Gao
    ,
    Lichao Sun
  28. Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
    CIKM 2025 ·
    Dawei Li
    , Yue Huang,
    Ming Li
    ,
    Tianyi Zhou
    ,
    Xiangliang Zhang
    ,
    Huan Liu
  29. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
    ICLR 2025 ·
    Dongping Chen
    ,
    Ruoxi Chen
    ,
    Shu Pu
    ,
    Zhaoyi Liu
    ,
    Yanru Wu
    ,
    Caixi Chen
    ,
    Benlin Liu
    , Yue Huang,
    Yao Wan
    ,
    Pan Zhou
    ,
    Ranjay Krishna
  30. Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings
    CIKM 2025 · Yue Huang,
    Jingyu Tang
    ,
    Dongping Chen
    ,
    Bingda Tang
    ,
    Yao Wan
    ,
    Lichao Sun
    ,
    Philip S. Yu
    ,
    Xiangliang Zhang
  31. Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
    ICLR 2025 ·
    Jiayi Ye
    ,
    Yanbo Wang
    , Yue Huang,
    Dongping Chen
    ,
    Qihui Zhang
    ,
    Nuno Moniz
    ,
    Tian Gao
    ,
    Werner Geyer
    ,
    Chao Huang
    ,
    Pin-Yu Chen
    ,
    Nitesh V. Chawla
    ,
    Xiangliang Zhang
  32. OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad
    CVPR 2025 ·
    Luyao Tang
    ,
    Yuxuan Yuan
    ,
    Chaoqi Chen
    ,
    Zeyu Zhang
    , Yue Huang,
    Kun Zhang
  33. Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
    NeurIPS 2025 ·
    Zhongnan Cai
    ,
    Yingying Wang
    ,
    Hui Zheng
    ,
    Panwang Pan
    ,
    Zixu Lin
    ,
    Ge Meng
    ,
    Chenxin Li
    ,
    Chunming He
    ,
    Jiaxin Xie
    ,
    Yunlong Lin
    ,
    Junbin Lu
    , Yue Huang,
    Xinghao Ding
  34. Socially Responsible and Trustworthy Generative Foundation Models: Principles, Challenges, and Practices
    CIKM 2025 · Yue Huang,
    Canyu Chen
    ,
    Lu Cheng
    ,
    Bhavya Kailkhura
    ,
    Nitesh V. Chawla
    ,
    Xiangliang Zhang
  35. Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction
    AAAI 2025 ·
    Ge Meng
    ,
    Jingyan Tu
    ,
    Jingjia Huang
    ,
    Yunlong Lin
    ,
    Yingying Wang
    ,
    Xiaotong Tu
    , Yue Huang,
    Xinghao Ding
  36. TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models
    NAACL 2025 ·
    Yanbo Wang
    ,
    Jiayi Ye
    ,
    Siyuan Wu
    ,
    Chujie Gao
    , Yue Huang,
    Xiuying Chen
    ,
    Yue Zhao
    ,
    Xiangliang Zhang
  37. Think it Image by Image: Multi-Image Moral Reasoning of Large Vision-Language Models
    CIKM 2025 ·
    Chujie Gao
    , Yue Huang,
    Xiangqi Wang
    ,
    Siyuan Wu
    ,
    Nitesh V. Chawla
    ,
    Xiangliang Zhang
  38. Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
    CVPR 2025 ·
    Yuzhi Huang
    ,
    Chenxin Li
    ,
    Haitao Zhang
    ,
    Zixu Lin
    ,
    Yunlong Lin
    ,
    Hengyu Liu
    ,
    Wuyang Li
    ,
    Xinyu Liu
    ,
    Jiechao Gao
    , Yue Huang,
    Xinghao Ding
    ,
    Yixuan Yuan
  39. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    CVPR 2025 ·
    Qihui Zhang
    ,
    Munan Ning
    ,
    Zheyuan Liu
    , Yue Huang,
    Shuo Yang
    ,
    Yanbo Wang
    ,
    Jiayi Ye
    ,
    Xiao Chen
    ,
    Yibing Song
    ,
    Li Yuan
  40. 1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
    EMNLP 2024 · Yue Huang,
    Chenrui Fan
    ,
    Yuan Li
    ,
    Siyuan Wu
    ,
    Tianyi Zhou
    ,
    Xiangliang Zhang
    ,
    Lichao Sun
  41. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    ACL 2024 ·
    Xiao Liu
    ,
    Xuanyu Lei
    ,
    Shengyuan Wang
    , Yue Huang,
    Andrew Feng
    ,
    Bosi Wen
    ,
    Jiale Cheng
    ,
    Pei Ke
    ,
    Yifan Xu
    ,
    Weng Lam Tam
    ,
    Xiaohan Zhang
    ,
    Lichao Sun
    ,
    Xiaotao Gu
    ,
    Hongning Wang
    ,
    Jing Zhang
    ,
    Minlie Huang
    ,
    Yuxiao Dong
    ,
    Jie Tang
  42. Efficient Perceiving Local Details via Adaptive Spatial-Frequency Information Integration for Multi-focus Image Fusion
    ACM MM 2024 ·
    Jingjia Huang
    ,
    Jingyan Tu
    ,
    Ge Meng
    ,
    Yingying Wang
    ,
    Yuhang Dong
    ,
    Xiaotong Tu
    ,
    Xinghao Ding
    , Yue Huang
  43. Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
    NeurIPS 2024 ·
    Chenxin Li
    ,
    Yuzhi Huang
    ,
    Wuyang Li
    ,
    Hengyu Liu
    ,
    Xinyu Liu
    ,
    Qing Xu
    ,
    Zhen Chen
    , Yue Huang,
    Yixuan Yuan
  44. From Creation to Clarification: ChatGPT's Journey Through the Fake News Quagmire
    WWW 2024 · Yue Huang,
    Kai Shu
    ,
    Philip S. Yu
    ,
    Lichao Sun
  45. HonestLLM: Toward an Honest and Helpful Large Language Model
    NeurIPS 2024 ·
    Chujie Gao
    ,
    Siyuan Wu
    , Yue Huang,
    Dongping Chen
    ,
    Qihui Zhang
    ,
    Zhengyan Fu
    ,
    Yao Wan
    ,
    Lichao Sun
    ,
    Xiangliang Zhang
  46. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
    NAACL 2024 ·
    Qihui Zhang
    ,
    Chujie Gao
    ,
    Dongping Chen
    , Yue Huang,
    Yixin Huang
    ,
    Zhenyang Sun
    ,
    Shilin Zhang
    ,
    Weiye Li
    ,
    Zhengyan Fu
    ,
    Yao Wan
    ,
    Lichao Sun
  47. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    ICLR 2024 · Yue Huang,
    Jiawen Shi
    ,
    Yuan Li
    ,
    Chenrui Fan
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yixin Liu
    ,
    Pan Zhou
    ,
    Yao Wan
    ,
    Neil Zhenqiang Gong
    ,
    Lichao Sun
  48. Mixstyle-Entropy: Whole Process Domain Generalization with Causal Intervention and Perturbation
    BMVC 2024 ·
    Luyao Tang
    ,
    Yuxuan Yuan
    ,
    Chaoqi Chen
    ,
    Xinghao Ding
    , Yue Huang
  49. Optimization-based Prompt Injection Attack to LLM-as-a-Judge
    CCS 2024 ·
    Jiawen Shi
    ,
    Zenghui Yuan
    ,
    Yinuo Liu
    , Yue Huang,
    Pan Zhou
    ,
    Lichao Sun
    ,
    Neil Zhenqiang Gong
  50. P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images
    ACM MM 2024 ·
    Yuzhi Huang
    ,
    Chenxin Li
    ,
    Zixu Lin
    ,
    Hengyu Liu
    ,
    Haote Xu
    ,
    Yifan Liu
    , Yue Huang,
    Xinghao Ding
    ,
    Xiaotong Tu
    ,
    Yixuan Yuan
  51. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 · Yue Huang,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  52. Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation
    AAAI 2024 ·
    Ge Meng
    ,
    Jingjia Huang
    ,
    Yingying Wang
    ,
    Zhenqi Fu
    ,
    Xinghao Ding
    , Yue Huang
  53. SimCLIP: Refining Image-Text Alignment with Simple Prompts for Zero-/Few-shot Anomaly Detection
    ACM MM 2024 ·
    Chenghao Deng
    ,
    Haote Xu
    ,
    Xiaolu Chen
    ,
    Haodi Xu
    ,
    Xiaotong Tu
    ,
    Xinghao Ding
    , Yue Huang