Han Qiu

Tsinghua University, Beijing, China

32 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2678-8070 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×9 EMNLP ×5 ICLR ×4 CCS ×2 ICML ×2 ISSTA ×2 NeurIPS ×2 S&P ×2 AAAI ×1 ACM MM ×1 DSN ×1 ICCV ×1

Frequent coauthors

Tianwei Zhang

×21

Minlie Huang

×9

Chao Zhang

×7

Yiming Li

×6

Shiyao Cui

×6

Liu Yan

×6

Jianshuo Dong

×5

Ke Xu

×5

Qingjie Zhang

×5

Zhexin Zhang

×4

Di Wang

×4

Hewu Li

×4

Papers

DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling
S&P 2026 ·
Boheng Li
,
Junjie Wang
,
Yiming Li
,
Zhiyang Hu
,
Leyi Qi
,
Jianshuo Dong
,
Run Wang
, Han Qiu,
Zhan Qin
,
Tianwei Zhang
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
ACL 2026 ·
Junxiao Yang
,
Haoran Liu
,
Jinzhe Tu
,
Jiale Cheng
,
Zhexin Zhang
,
Shiyao Cui
,
Jiaqi Weng
,
Jialing Tao
,
Hui Xue
,
Hongning Wang
, Han Qiu,
Minlie Huang
LeakDojo: Decoding the Leakage Threats of RAG Systems
ACL 2026 ·
Maosen Zhang
,
Jianshuo Dong
,
Boting Lu
,
Wenyue Li
,
Xiaoping Zhang
,
Tianwei Zhang
, Han Qiu
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
ACL 2026 ·
Shiyao Cui
,
Qinglin Zhang
,
Di Wang
,
Yida Lu
,
Zhexin Zhang
,
Jinhua Gao
,
Jinglin Yang
,
Min He
, Han Qiu,
Minlie Huang
Revisiting the Reliability of Language Models in Instruction-Following
ACL 2026 ·
Jianshuo Dong
,
Yutong Zhang
,
Liu Yan
,
Zhenyu Zhong
,
Tao Wei
,
Chao Zhang
, Han Qiu
TOXIFRENCH: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection
ACL 2026 ·
Axel Delaval
,
Shujian Yang
,
Haicheng Wang
, Han Qiu,
Jialiang Lu
The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning
ACL 2026 ·
Renmiao Chen
,
Yida Lu
,
Shiyao Cui
,
Xuan Ouyang
,
Victor Shea-Jay Huang
,
Shumin Zhang
,
Chengwei Pan
, Han Qiu,
Minlie Huang
When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity
AAAI 2026 ·
Shiyao Cui
,
Xijia Feng
,
Yingkang Wang
,
Junxiao Yang
,
Zhexin Zhang
,
Biplab Sikdar
,
Hongning Wang
, Han Qiu,
Minlie Huang
"I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents
EMNLP 2025 ·
Jianshuo Dong
,
Yutong Zhang
,
Liu Yan
,
Zhenyu Zhong
,
Tao Wei
,
Ke Xu
,
Minlie Huang
,
Chao Zhang
, Han Qiu
A Benchmark for Semantic Sensitive Information in LLMs Outputs
ICLR 2025 ·
Qingjie Zhang
, Han Qiu,
Di Wang
,
Yiming Li
,
Tianwei Zhang
,
Wenyu Zhu
,
Haiqin Weng
,
Liu Yan
,
Chao Zhang
An Engorgio Prompt Makes Large Language Model Babble on
ICLR 2025 ·
Jianshuo Dong
,
Ziyuan Zhang
,
Qingjie Zhang
,
Tianwei Zhang
,
Hao Wang
,
Hewu Li
,
Qi Li
,
Chao Zhang
,
Ke Xu
, Han Qiu
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
ICML 2025 ·
Yutong Wu
,
Jie Zhang
,
Yiming Li
,
Chao Zhang
,
Qing Guo
, Han Qiu,
Nils Lukas
,
Tianwei Zhang
Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
ACL 2025 ·
Shujian Yang
,
Shiyao Cui
,
Chuanrui Hu
,
Haicheng Wang
,
Tianwei Zhang
,
Minlie Huang
,
Jialiang Lu
, Han Qiu
Mask Image Watermarking
NeurIPS 2025 ·
Runyi Hu
,
Jie Zhang
,
Shiqian Zhao
,
Nils Lukas
,
Jiwei Li
,
Qing Guo
, Han Qiu,
Tianwei Zhang
ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs: ShieldVLM
ACM MM 2025 ·
Shiyao Cui
,
Qinglin Zhang
,
Xuan Ouyang
,
Renmiao Chen
,
Zhexin Zhang
,
Yida Lu
,
Hongning Wang
, Han Qiu,
Minlie Huang
Speculating LLMs' Chinese Training Data Pollution from Their Tokens
EMNLP 2025 ·
Qingjie Zhang
,
Di Wang
,
Haoting Qian
,
Liu Yan
,
Tianwei Zhang
,
Ke Xu
,
Qi Li
,
Minlie Huang
,
Hewu Li
, Han Qiu
Understanding the Dark Side of LLMs' Intrinsic Self-Correction
ACL 2025 ·
Qingjie Zhang
,
Di Wang
,
Haoting Qian
,
Yiming Li
,
Tianwei Zhang
,
Minlie Huang
,
Ke Xu
,
Hewu Li
,
Liu Yan
, Han Qiu
VISO: Accelerating In-Orbit Object Detection with Language-Guided Mask Learning and Sparse Inference
ICCV 2025 ·
Meiqi Wang
, Han Qiu
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking
ICLR 2025 ·
Runyi Hu
,
Jie Zhang
,
Yiming Li
,
Jiwei Li
,
Qing Guo
, Han Qiu,
Tianwei Zhang
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
EMNLP 2025 ·
Cheng Wang
,
Gelei Deng
,
Xianglin Yang
, Han Qiu,
Tianwei Zhang
Backdooring Multimodal Learning
S&P 2024 ·
Xingshuo Han
,
Yutong Wu
,
Qingjie Zhang
,
Yuan Zhou
,
Yuan Xu
, Han Qiu,
Guowen Xu
,
Tianwei Zhang
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection
ISSTA 2024 ·
Hao Wang
,
Zeyu Gao
,
Chao Zhang
,
Mingyang Sun
,
Yuchen Zhou
, Han Qiu,
Xi Xiao
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision
ISSTA 2024 ·
Hao Wang
,
Zeyu Gao
,
Chao Zhang
,
Zihan Sha
,
Mingyang Sun
,
Yuchen Zhou
,
Wenyu Zhu
,
Wenju Sun
, Han Qiu,
Xi Xiao
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
NeurIPS 2024 ·
Ziyuan Zhang
, Han Qiu,
Maosen Zhang
,
Jun Liu
,
Bin Chen
,
Tianwei Zhang
,
Hewu Li
Course-Correction: Safety Alignment Using Synthetic Preferences
EMNLP 2024 ·
Rongwu Xu
,
Yishuo Cai
,
Zhenhong Zhou
,
Renjie Gu
,
Haiqin Weng
,
Liu Yan
,
Tianwei Zhang
,
Wei Xu
, Han Qiu
PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency
CCS 2024 ·
Yuan Xu
,
Gelei Deng
,
Xingshuo Han
,
Guanlin Li
, Han Qiu,
Tianwei Zhang
Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels
DSN 2024 ·
Xiaoxuan Lou
,
Kangjie Chen
,
Guowen Xu
, Han Qiu,
Shangwei Guo
,
Tianwei Zhang
Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
ICML 2024 ·
Boheng Li
,
Yishuo Cai
,
Jisong Cai
,
Yiming Li
, Han Qiu,
Run Wang
,
Tianwei Zhang
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation
ACL 2024 ·
Rongwu Xu
,
Brian S. Lin
,
Shujian Yang
,
Tianqi Zhang
,
Weiyan Shi
,
Tianwei Zhang
,
Zhixuan Fang
,
Wei Xu
, Han Qiu
VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice
CCS 2024 ·
Xingshuo Han
,
Haozhao Wang
,
Kangqiao Zhao
,
Gelei Deng
,
Yuan Xu
,
Hangcheng Liu
, Han Qiu,
Tianwei Zhang
Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
EMNLP 2024 ·
Rongwu Xu
,
Zi'an Zhou
,
Tianwei Zhang
,
Zehan Qi
,
Su Yao
,
Ke Xu
,
Wei Xu
, Han Qiu
You Only Query Once: An Efficient Label-Only Membership Inference Attack
ICLR 2024 ·
Yutong Wu
, Han Qiu,
Shangwei Guo
,
Jiwei Li
,
Tianwei Zhang