Kaidi Xu

31 papers at tracked venues · 22 at CORE A* · active 2024–2026

Venues

ACL ×4 CVPR ×4 AAAI ×3 EMNLP ×3 ICML ×3 NAACL ×3 ACM MM ×2 NeurIPS ×2 EACL ×1 ECCV ×1 ICCV ×1 ICLR ×1 NDSS ×1 RSS ×1 S&P ×1

Frequent coauthors

Jinhao Duan

×17

Tianlong Chen

×8

Xiaofeng Zhu

×7

Xiaoshuang Shi

×7

Hao Cheng

×6

Bhavya Kailkhura

×6

Lichao Sun

×6

Renjing Xu

×5

Zhiyuan Wang

×4

Yue Zhang

×4

Chenan Wang

×4

James Diffenderfer

×4

Papers

COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
AAAI 2026 ·
Zhiyuan Wang
,
Jinhao Duan
,
Qingni Wang
,
Xiaofeng Zhu
,
Tianlong Chen
,
Xiaoshuang Shi
, Kaidi Xu
Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
EACL 2026 ·
Zijie Liu
,
Xinyu Zhao
,
Jie Peng
,
Jinhao Duan
,
Zhuangdi Zhu
,
Qingyu Chen
, Kaidi Xu,
Xia Hu
,
Tianlong Chen
IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation
ACL 2026 ·
Haozhi Fan
,
Jinhao Duan
, Kaidi Xu
Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions
AAAI 2026 ·
Xiaoyun Zhang
,
Zhengyue Zhao
,
Wenxuan Shi
, Kaidi Xu,
Di Huang
,
Xing Hu
DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization
NAACL 2025 ·
Pucheng Dang
,
Xing Hu
,
Dong Li
,
Rui Zhang
,
Qi Guo
, Kaidi Xu
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation
ACL 2025 ·
Wenhao Hu
,
Jinhao Duan
,
Chunchen Wei
,
Li Zhang
,
Yue Zhang
, Kaidi Xu
GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing
NAACL 2025 ·
Jinhao Duan
,
Xinyu Zhao
,
Zhuoxuan Zhang
,
Eunhye Grace Ko
,
Lily Boddy
,
Chenan Wang
,
Tianhao Li
,
Alexander Rasgon
,
Junyuan Hong
,
Min Kyung Lee
,
Chenxi Yuan
,
Qi Long
,
Ying Ding
,
Tianlong Chen
, Kaidi Xu
Make a Feint to the East While Attacking in the West: Blinding LLM-Based Code Auditors with Flashboom Attacks
S&P 2025 ·
Xiao Li
,
Yue Li
,
Hao Wu
,
Yue Zhang
, Kaidi Xu,
Xiuzhen Cheng
,
Sheng Zhong
,
Fengyuan Xu
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
EMNLP 2025 ·
Shrey Pandit
,
Jiawei Xu
,
Junyuan Hong
,
Zhangyang Wang
,
Tianlong Chen
, Kaidi Xu,
Ying Ding
Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models
CVPR 2025 ·
Hao Cheng
,
Erjia Xiao
,
Jiayan Yang
,
Jiahang Cao
,
Qiang Zhang
,
Jize Zhang
, Kaidi Xu,
Jindong Gu
,
Renjing Xu
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
ICML 2025 ·
Xu Zhang
, Kaidi Xu,
Ziqing Hu
,
Ren Wang
Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective
NDSS 2025 ·
Ningfei Wang
,
Shaoyuan Xie
,
Takami Sato
,
Yunpeng Luo
, Kaidi Xu,
Qi Alfred Chen
SConU: Selective Conformal Uncertainty in Large Language Models
ACL 2025 ·
Zhiyuan Wang
,
Qingni Wang
,
Yue Zhang
,
Tianlong Chen
,
Xiaofeng Zhu
,
Xiaoshuang Shi
, Kaidi Xu
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs
EMNLP 2025 ·
Zhuoxuan Zhang
,
Jinhao Duan
,
Edward Kim
, Kaidi Xu
Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models
ACM MM 2025 ·
Hao Cheng
,
Erjia Xiao
,
Jiayan Yang
,
Jinhao Duan
,
Yichi Wang
,
Jiahang Cao
,
Qiang Zhang
,
Le Yang
, Kaidi Xu,
Jindong Gu
,
Renjing Xu
TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination via Latent Truthful-Guided Pre-Intervention
ICCV 2025 ·
Jinhao Duan
,
Fei Kong
,
Hao Cheng
,
James Diffenderfer
,
Bhavya Kailkhura
,
Lichao Sun
,
Xiaofeng Zhu
,
Xiaoshuang Shi
, Kaidi Xu
ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models
CVPR 2024 ·
Fei Kong
,
Jinhao Duan
,
Lichao Sun
,
Hao Cheng
,
Renjing Xu
,
Hengtao Shen
,
Xiaofeng Zhu
,
Xiaoshuang Shi
, Kaidi Xu
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
ICLR 2024 ·
Fei Kong
,
Jinhao Duan
,
Ruipeng Ma
,
Heng Tao Shen
,
Xiaoshuang Shi
,
Xiaofeng Zhu
, Kaidi Xu
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
CVPR 2024 ·
Zhengyue Zhao
,
Jinhao Duan
, Kaidi Xu,
Chenan Wang
,
Rui Zhang
,
Zidong Du
,
Qi Guo
,
Xing Hu
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
ACM MM 2024 ·
Jin Sun
,
Xiaoshuang Shi
,
Zhiyuan Wang
, Kaidi Xu,
Heng Tao Shen
,
Xiaofeng Zhu
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
EMNLP 2024 ·
Zhiyuan Wang
,
Jinhao Duan
,
Lu Cheng
,
Yue Zhang
,
Qingni Wang
,
Xiaoshuang Shi
, Kaidi Xu,
Heng Tao Shen
,
Xiaofeng Zhu
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
ICML 2024 ·
Junyuan Hong
,
Jinhao Duan
,
Chenhui Zhang
,
Zhangheng Li
,
Chulin Xie
,
Kelsey Lieberman
,
James Diffenderfer
,
Brian R. Bartoldson
,
Ajay Kumar Jaiswal
, Kaidi Xu,
Bhavya Kailkhura
,
Dan Hendrycks
,
Dawn Song
,
Zhangyang Wang
,
Bo Li
Dynamic Adversarial Attacks on Autonomous Driving Systems
RSS 2024 ·
Amirhosein Chahe
,
Chenan Wang
,
Abhishek Jeyapratap
, Kaidi Xu,
Lifeng Zhou
E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data
CVPR 2024 ·
Aref Azizpour
,
Tai D. Nguyen
,
Manil Shrestha
, Kaidi Xu,
Edward Kim
,
Matthew C. Stamm
GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
NeurIPS 2024 ·
Jinhao Duan
,
Renming Zhang
,
James Diffenderfer
,
Bhavya Kailkhura
,
Lichao Sun
,
Elias Stengel-Eskin
,
Mohit Bansal
,
Tianlong Chen
, Kaidi Xu
NN4SysBench: Characterizing Neural Network Verification for Computer Systems
NeurIPS 2024 ·
Shuyi Lin
,
Haoyu He
,
Tianhao Wei
, Kaidi Xu,
Huan Zhang
,
Gagandeep Singh
,
Changliu Liu
,
Cheng Tan
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
ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models
NAACL 2024 ·
Jinhao Duan
,
Shiqi Wang
,
James Diffenderfer
,
Lichao Sun
,
Tianlong Chen
,
Bhavya Kailkhura
, Kaidi Xu
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
ACL 2024 ·
Jinhao Duan
,
Hao Cheng
,
Shiqi Wang
,
Alex Zavalny
,
Chenan Wang
,
Renjing Xu
,
Bhavya Kailkhura
, Kaidi Xu
Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise
AAAI 2024 ·
Yixin Liu
, Kaidi Xu,
Xun Chen
,
Lichao Sun
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models
ECCV 2024 ·
Hao Cheng
,
Erjia Xiao
,
Jindong Gu
,
Le Yang
,
Jinhao Duan
,
Jize Zhang
,
Jiahang Cao
, Kaidi Xu,
Renjing Xu