Huaxiu Yao

52 papers at tracked venues · 40 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9 ICLR ×9 ICML ×8 NeurIPS ×8 EMNLP ×5 AAAI ×3 NAACL ×3 SIGKDD ×2 CVPR ×1 ECCV ×1 ICDM ×1 ICRA ×1 MICCAI ×1

Frequent coauthors

Yiyang Zhou

×15

Peng Xia

×10

Zhaorun Chen

×9

Zhaoyang Wang

×9

Linjun Zhang

×8

Siwei Han

×8

Wenhao Zheng

×8

Xuchao Zhang

×7

Chetan Bansal

×7

Mohit Bansal

×7

Chenhang Cui

×7

Hongtu Zhu

×5

Papers

Can Editing LLMs Inject Harm?
AAAI 2026 ·
Canyu Chen
,
Baixiang Huang
,
Zekun Li
,
Zhaorun Chen
,
Shiyang Lai
,
Xiongxiao Xu
,
Jia-Chen Gu
,
Jindong Gu
, Huaxiu Yao,
Chaowei Xiao
,
Xifeng Yan
,
William Yang Wang
,
Philip Torr
,
Dawn Song
,
Kai Shu
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
ACL 2026 ·
Jianwen Chen
,
Xinyu Yang
,
Peng Xia
,
Arian Azarang
,
Yueh Z. Lee
,
Gang Li
,
Hongtu Zhu
,
Yun Li
,
Beidi Chen
, Huaxiu Yao
PEANuT: Parameter-Efficient Adaptation with Weight-aware Neural Tweakers
SIGKDD 2026 ·
Yibo Zhong
,
Haoxiang Jiang
,
Lincan Li
,
Ryumei Nakada
,
Tianci Liu
,
Linjun Zhang
, Huaxiu Yao,
Haoyu Wang
SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read
ACL 2026 ·
Yibo Peng
,
Peng Xia
,
Ding Zhong
,
Kaide Zeng
,
Siwei Han
,
Yiyang Zhou
,
Jiaqi Liu
,
Ruiyi Zhang
, Huaxiu Yao
SynthAgent: Adapting Web Agents with Synthetic Supervision
ACL 2026 ·
Zhaoyang Wang
,
Yiming Liang
,
Xuchao Zhang
,
Qianhui Wu
,
Siwei Han
,
Anson Bastos
,
Rujia Wang
,
Chetan Bansal
,
Baolin Peng
,
Jianfeng Gao
,
Saravan Rajmohan
, Huaxiu Yao
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025 ·
Yiyang Zhou
,
Zhaoyang Wang
,
Tianle Wang
,
Shangyu Xing
,
Peng Xia
,
Bo Li
,
Kaiyuan Zheng
,
Zijian Zhang
,
Zhaorun Chen
,
Wenhao Zheng
,
Xuchao Zhang
,
Chetan Bansal
,
Weitong Zhang
,
Ying Wei
,
Mohit Bansal
, Huaxiu Yao
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
ACL 2025 ·
Taneesh Gupta
,
Shivam Shandilya
,
Xuchao Zhang
,
Rahul Madhavan
,
Supriyo Ghosh
,
Chetan Bansal
, Huaxiu Yao,
Saravan Rajmohan
CREAM: Consistency Regularized Self-Rewarding Language Models
ICLR 2025 ·
Zhaoyang Wang
,
Weilei He
,
Zhiyuan Liang
,
Xuchao Zhang
,
Chetan Bansal
,
Ying Wei
,
Weitong Zhang
, Huaxiu Yao
Embodiment-agnostic Action Planning via Object-Part Scene Flow
ICRA 2025 ·
Weiliang Tang
,
Jia-Hui Pan
,
Wei Zhan
,
Jianshu Zhou
, Huaxiu Yao,
Yun-Hui Liu
,
Masayoshi Tomizuka
,
Mingyu Ding
,
Chi-Wing Fu
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025 ·
Xiyao Wang
,
Jiuhai Chen
,
Zhaoyang Wang
,
Yuhang Zhou
,
Yiyang Zhou
, Huaxiu Yao,
Tianyi Zhou
,
Tom Goldstein
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Furong Huang
,
Cao Xiao
FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
ICML 2025 ·
Fan Nie
,
Xiaotian Hou
,
Shuhang Lin
,
James Zou
, Huaxiu Yao,
Linjun Zhang
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
ICLR 2025 ·
Chenhang Cui
,
An Zhang
,
Yiyang Zhou
,
Zhaorun Chen
,
Gelei Deng
, Huaxiu Yao,
Tat-Seng Chua
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
EMNLP 2025 ·
Yiyang Zhou
,
Linjie Li
,
Shi Qiu
,
Zhengyuan Yang
,
Yuyang Zhao
,
Siwei Han
,
Yangfan He
,
Kangqi Li
,
Haonian Ji
,
Zihao Zhao
,
Haibo Tong
,
Lijuan Wang
, Huaxiu Yao
Grounded Chest X-Ray Reasoning: Leveraging Visual Tools to Improve Medical Multimodal LLMs
ICDM 2025 ·
Duan D. Wang
,
Peng Xia
, Huaxiu Yao
Improving Alignment in LVLMs with Debiased Self-Judgment
EMNLP 2025 ·
Sihan Yang
,
Chenhang Cui
,
Zihao Zhao
,
Yiyang Zhou
,
Weilong Yan
,
Ying Wei
, Huaxiu Yao
LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts
EMNLP 2025 ·
Wenhao Zheng
,
Liaoyaqi Wang
,
Dongsheng Peng
,
Hongxia Xu
,
Yun Li
,
Hongtu Zhu
,
Tianfan Fu
, Huaxiu Yao
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
ACL 2025 ·
Zhongwei Wan
,
Che Liu
,
Xin Wang
,
Chaofan Tao
,
Hui Shen
,
Jing Xiong
,
Rossella Arcucci
, Huaxiu Yao,
Mi Zhang
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
NeurIPS 2025 ·
Zhaorun Chen
,
Zichen Wen
,
Yichao Du
,
Yiyang Zhou
,
Chenhang Cui
,
Siwei Han
,
Jen Weng
,
Chaoqi Wang
,
Zhengwei Tong
,
Leria Huang
,
Canyu Chen
,
Haoqin Tu
,
Qinghao Ye
,
Zhihong Zhu
,
Yuqing Zhang
,
Jiawei Zhou
,
Zhuokai Zhao
,
Rafael Rafailov
,
Chelsea Finn
, Huaxiu Yao
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
NeurIPS 2025 ·
Haibo Tong
,
Zhaoyang Wang
,
Zhaorun Chen
,
Haonian Ji
,
Shi Qiu
,
Siwei Han
,
Kexin Geng
,
Zhongkai Xue
,
Yiyang Zhou
,
Peng Xia
,
Mingyu Ding
,
Rafael Rafailov
,
Chelsea Finn
, Huaxiu Yao
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
ICLR 2025 ·
Peng Xia
,
Siwei Han
,
Shi Qiu
,
Yiyang Zhou
,
Zhaoyang Wang
,
Wenhao Zheng
,
Zhaorun Chen
,
Chenhang Cui
,
Mingyu Ding
,
Linjie Li
,
Lijuan Wang
, Huaxiu Yao
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
ICLR 2025 ·
Peng Xia
,
Kangyu Zhu
,
Haoran Li
,
Tianze Wang
,
Weijia Shi
,
Sheng Wang
,
Linjun Zhang
,
James Zou
, Huaxiu Yao
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
ICML 2025 ·
Kangyu Zhu
,
Peng Xia
,
Yun Li
,
Hongtu Zhu
,
Sheng Wang
, Huaxiu Yao
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks
AAAI 2025 ·
Erhu He
,
Declan Kutscher
,
Yiqun Xie
,
Jacob Zwart
,
Zhe Jiang
, Huaxiu Yao,
Xiaowei Jia
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
EMNLP 2025 ·
Shuo Xing
,
Peiran Li
,
Yuping Wang
,
Ruizheng Bai
,
Yueqi Wang
,
Chan-Wei Hu
,
Chengxuan Qian
, Huaxiu Yao,
Zhengzhong Tu
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
NeurIPS 2025 ·
Yiyang Zhou
,
Yangfan He
,
Yaofeng Su
,
Siwei Han
,
Joel Jang
,
Gedas Bertasius
,
Mohit Bansal
, Huaxiu Yao
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
ICLR 2025 ·
Jaehong Yoon
,
Shoubin Yu
,
Vaidehi Patil
, Huaxiu Yao,
Mohit Bansal
Synergistic Weak-Strong Collaboration by Aligning Preferences
ACL 2025 ·
Yizhu Jiao
,
Xuchao Zhang
,
Zhaoyang Wang
,
Yubo Ma
,
Zhun Deng
,
Rujia Wang
,
Chetan Bansal
,
Saravan Rajmohan
,
Jiawei Han
, Huaxiu Yao
Token Level Routing Inference System for Edge Devices
ACL 2025 ·
Jianshu She
,
Wenhao Zheng
,
Zhengzhong Liu
,
Hongyi Wang
,
Eric P. Xing
, Huaxiu Yao,
Qirong Ho
Uncertainty Propagation on LLM Agent
ACL 2025 ·
Qiwei Zhao
,
Dong Li
,
Yanchi Liu
,
Wei Cheng
,
Yiyou Sun
,
Mika Oishi
,
Takao Osaki
,
Katsushi Matsuda
, Huaxiu Yao,
Chen Zhao
,
Haifeng Chen
,
Xujiang Zhao
Verifiable Format Control for Large Language Model Generations
NAACL 2025 ·
Zhaoyang Wang
,
Jinqi Jiang
,
Huichi Zhou
,
Wenhao Zheng
,
Xuchao Zhang
,
Chetan Bansal
, Huaxiu Yao
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
ICML 2025 ·
Yiheng Li
,
Cunxin Fan
,
Chongjian Ge
,
Seth Z. Zhao
,
Chenran Li
,
Chenfeng Xu
, Huaxiu Yao,
Masayoshi Tomizuka
,
Bolei Zhou
,
Chen Tang
,
Mingyu Ding
,
Wei Zhan
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
ICLR 2024 ·
Yiyang Zhou
,
Chenhang Cui
,
Jaehong Yoon
,
Linjun Zhang
,
Zhun Deng
,
Chelsea Finn
,
Mohit Bansal
, Huaxiu Yao
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
NAACL 2024 ·
Zhaorun Chen
,
Zhuokai Zhao
,
Zhihong Zhu
,
Ruiqi Zhang
,
Xiang Li
,
Bhiksha Raj
, Huaxiu Yao
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
CAT: Interpretable Concept-based Taylor Additive Models
SIGKDD 2024 ·
Viet Duong
,
Qiong Wu
,
Zhengyi Zhou
,
Hongjue Zhao
,
Chenxiang Luo
,
Eric Zavesky
, Huaxiu Yao,
Huajie Shao
Calibrated Self-Rewarding Vision Language Models
NeurIPS 2024 ·
Yiyang Zhou
,
Zhiyuan Fan
,
Dongjie Cheng
,
Sihan Yang
,
Zhaorun Chen
,
Chenhang Cui
,
Xiyao Wang
,
Yun Li
,
Linjun Zhang
, Huaxiu Yao
Conformal Prediction for Deep Classifier via Label Ranking
ICML 2024 ·
Jianguo Huang
,
Huajun Xi
,
Linjun Zhang
, Huaxiu Yao,
Yue Qiu
,
Hongxin Wei
Fine-Tuning Language Models for Factuality
ICLR 2024 ·
Katherine Tian
,
Eric Mitchell
, Huaxiu Yao,
Christopher D. Manning
,
Chelsea Finn
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
MICCAI 2024 ·
Peng Xia
,
Ming Hu
,
Feilong Tang
,
Wenxue Li
,
Wenhao Zheng
,
Lie Ju
,
Peibo Duan
, Huaxiu Yao,
Zongyuan Ge
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
ICML 2024 ·
Zhen-Yu Zhang
,
Siwei Han
, Huaxiu Yao,
Gang Niu
,
Masashi Sugiyama
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
ICML 2024 ·
Zhaorun Chen
,
Zhuokai Zhao
,
Hongyin Luo
, Huaxiu Yao,
Bo Li
,
Jiawei Zhou
How Many Are in This Image A Safety Evaluation Benchmark for Vision LLMs
ECCV 2024 ·
Haoqin Tu
,
Chenhang Cui
,
Zijun Wang
,
Yiyang Zhou
,
Bingchen Zhao
,
Junlin Han
,
Wangchunshu Zhou
, Huaxiu Yao,
Cihang Xie
Improving Domain Generalization with Domain Relations
ICLR 2024 · Huaxiu Yao,
Xinyu Yang
,
Xinyi Pan
,
Shengchao Liu
,
Pang Wei Koh
,
Chelsea Finn
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
ACL 2024 ·
Xiyao Wang
,
Yuhang Zhou
,
Xiaoyu Liu
,
Hongjin Lu
,
Yuancheng Xu
,
Feihong He
,
Jaehong Yoon
,
Taixi Lu
,
Fuxiao Liu
,
Gedas Bertasius
,
Mohit Bansal
, Huaxiu Yao,
Furong Huang
Multimodal Representation Learning by Alternating Unimodal Adaptation
CVPR 2024 ·
Xiaohui Zhang
,
Jaehong Yoon
,
Mohit Bansal
, Huaxiu Yao
One Meta-tuned Transformer is What You Need for Few-shot Learning
ICML 2024 ·
Xu Yang
, Huaxiu Yao,
Ying Wei
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
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
EMNLP 2024 ·
Peng Xia
,
Kangyu Zhu
,
Haoran Li
,
Hongtu Zhu
,
Yun Li
,
Gang Li
,
Linjun Zhang
, Huaxiu Yao
S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NeurIPS 2024 ·
Xinyu Yang
,
Jixuan Leng
,
Geyang Guo
,
Jiawei Zhao
,
Ryumei Nakada
,
Linjun Zhang
, Huaxiu Yao,
Beidi Chen
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
NeurIPS 2024 ·
Zhen-Yu Zhang
,
Zhiyu Xie
, Huaxiu Yao,
Masashi Sugiyama
Towards Reliable Learning in the Wild: Generalization and Adaptation
AAAI 2024 · Huaxiu Yao
VHELM: A Holistic Evaluation of Vision Language Models
NeurIPS 2024 ·
Tony Lee
,
Haoqin Tu
,
Chi Heem Wong
,
Wenhao Zheng
,
Yiyang Zhou
,
Yifan Mai
,
Josselin Somerville Roberts
,
Michihiro Yasunaga
, Huaxiu Yao,
Cihang Xie
,
Percy Liang