| 2026 | AAAI | When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity. | Shiyao Cui, Xijia Feng, Yingkang Wang, Junxiao Yang, Zhexin Zhang, Biplab Sikdar, Hongning Wang, Han Qiu, Minlie Huang |
| 2026 | ACL | The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning. | Renmiao Chen, Yida Lu, Shiyao Cui, Xuan Ouyang, Victor Shea-Jay Huang, Shumin Zhang, Chengwei Pan, Han Qiu, Minlie Huang |
| 2026 | ACL | New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs. | Shiyao Cui, Qinglin Zhang, Di Wang, Yida Lu, Zhexin Zhang, Jinhua Gao, Jinglin Yang, Min He, Han Qiu, Minlie Huang |
| 2026 | ACL | TOXIFRENCH: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection. | Axel Delaval, Shujian Yang, Haicheng Wang, Han Qiu, Jialiang Lu |
| 2026 | ACL | Revisiting the Reliability of Language Models in Instruction-Following. | Jianshuo Dong, Yutong Zhang, Liu Yan, Zhenyu Zhong, Tao Wei, Chao Zhang, Han Qiu |
| 2026 | ACL | LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety. | Junxiao Yang, Haoran Liu, Jinzhe Tu, Jiale Cheng, Zhexin Zhang, Shiyao Cui, Jiaqi Weng, Jialing Tao, Hui Xue, Hongning Wang, Han Qiu, Minlie Huang |
| 2026 | ACL | LeakDojo: Decoding the Leakage Threats of RAG Systems. | Maosen Zhang, Jianshuo Dong, Boting Lu, Wenyue Li, Xiaoping Zhang, Tianwei Zhang, Han Qiu |
| 2026 | SP | DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. | Boheng Li, Junjie Wang, Yiming Li, Zhiyang Hu, Leyi Qi, Jianshuo Dong, Run Wang, Han Qiu, Zhan Qin, Tianwei Zhang |
| 2025 | ACL | Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings. | Shujian Yang, Shiyao Cui, Chuanrui Hu, Haicheng Wang, Tianwei Zhang, Minlie Huang, Jialiang Lu, Han Qiu |
| 2025 | ACL | Understanding the Dark Side of LLMs' Intrinsic Self-Correction. | Qingjie Zhang, Di Wang, Haoting Qian, Yiming Li, Tianwei Zhang, Minlie Huang, Ke Xu, Hewu Li, Liu Yan, Han Qiu |
| 2025 | DAC | REMU: Memory-aware Radiation Emulation via Dual Addressing for In-orbit Deep Learning System. | Longnv Xu, Meiqi Wang, Han Qiu, Jun Liu, Yuanjie Li, Hewu Li |
| 2025 | DAC | DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients Estimation. | Ziyuan Zhang, Han Qiu, Tianwei Zhang, Bin Chen, Chao Zhang |
| 2025 | EMNLP | "I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents. | Jianshuo Dong, Yutong Zhang, Liu Yan, Zhenyu Zhong, Tao Wei, Ke Xu, Minlie Huang, Chao Zhang, Han Qiu |
| 2025 | EMNLP | When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models. | Cheng Wang, Gelei Deng, Xianglin Yang, Han Qiu, Tianwei Zhang |
| 2025 | EMNLP | Speculating LLMs' Chinese Training Data Pollution from Their Tokens. | Qingjie Zhang, Di Wang, Haoting Qian, Liu Yan, Tianwei Zhang, Ke Xu, Qi Li, Minlie Huang, Hewu Li, Han Qiu |
| 2025 | ICCV | Spatial Preference Rewarding for MLLMs Spatial Understanding. | Han Qiu, Peng Gao, Lewei Lu, Xiaoqin Zhang, Ling Shao, Shijian Lu |
| 2025 | ICCV | VISO: Accelerating In-Orbit Object Detection with Language-Guided Mask Learning and Sparse Inference. | Meiqi Wang, Han Qiu |
| 2025 | ICDCS | Partitioning or Not? Hierarchical Task Offloading Optimization in Collaborative Satellite Edge Computing Networks. | Yan Chen, Haiquan Wang, Jun Liu, Xiaolin Jia, Jiejie Zhao, Han Qiu |
| 2025 | ICLR | An Engorgio Prompt Makes Large Language Model Babble on. | Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu, Han Qiu |
| 2025 | ICLR | VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking. | Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang |
| 2025 | ICLR | A Benchmark for Semantic Sensitive Information in LLMs Outputs. | Qingjie Zhang, Han Qiu, Di Wang, Yiming Li, Tianwei Zhang, Wenyu Zhu, Haiqin Weng, Liu Yan, Chao Zhang |
| 2025 | ICML | Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems. | Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Han Qiu, Nils Lukas, Tianwei Zhang |
| 2025 | ICPADS | False Data Injection Attack Detection in Smart Grids Using Graphormer and LSTM Networks. | Zhuoqun Xia, Ze Su, Jingjing Tan, Han Qiu, Yutong Xie |
| 2025 | SMC | Electricity Theft Detection Method Based on Semi-Supervised Domain Adaptation with Minimax Entropy. | Zhuoqun Xia, Han Qiu, Jingjing Tan, Ze Su, Yutong Xie |
| 2024 | ACL | The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. | Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu |
| 2024 | CCS | VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. | Xingshuo Han, Haozhao Wang, Kangqiao Zhao, Gelei Deng, Yuan Xu, Hangcheng Liu, Han Qiu, Tianwei Zhang |
| 2024 | CCS | PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. | Yuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu, Tianwei Zhang |
| 2024 | CVPR | Masked AutoDecoder is Effective Multi-Task Vision Generalist. | Han Qiu, Jiaxing Huang, Peng Gao, Lewei Lu, Xiaoqin Zhang, Shijian Lu |
| 2024 | DAC | Laser Shield: a Physical Defense with Polarizer against Laser Attacks on Autonomous Driving Systems. | Qingjie Zhang, Lijun Chi, Di Wang, Mounira Msahli, Grard Memmi, Tianwei Zhang, Chao Zhang, Han Qiu |
| 2024 | DSN | Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. | Xiaoxuan Lou, Kangjie Chen, Guowen Xu, Han Qiu, Shangwei Guo, Tianwei Zhang |
| 2024 | ECCV | SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models. | Ziyi Lin, Dongyang Liu, Renrui Zhang, Peng Gao, Longtian Qiu, Han Xiao, Han Qiu, Wenqi Shao, Keqin Chen, Jiaming Han, Siyuan Huang, Yichi Zhang, Xuming He, Yu Qiao, Hongsheng Li |
| 2024 | EMNLP | Course-Correction: Safety Alignment Using Synthetic Preferences. | Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang, Wei Xu, Han Qiu |
| 2024 | EMNLP | Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. | Rongwu Xu, Zi'an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu |
| 2024 | FPL | UniGuard: A Unified Hardware-oriented Threat Detector for FPGA-based AI Accelerators. | Xiaobei Yan, Han Qiu, Tianwei Zhang |
| 2024 | ICLR | You Only Query Once: An Efficient Label-Only Membership Inference Attack. | Yutong Wu, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang |
| 2024 | ICML | Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation. | Boheng Li, Yishuo Cai, Jisong Cai, Yiming Li, Han Qiu, Run Wang, Tianwei Zhang |
| 2024 | ISSTA | CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. | Hao Wang, Zeyu Gao, Chao Zhang, Zihan Sha, Mingyang Sun, Yuchen Zhou, Wenyu Zhu, Wenju Sun, Han Qiu, Xi Xiao |
| 2024 | ISSTA | CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. | Hao Wang, Zeyu Gao, Chao Zhang, Mingyang Sun, Yuchen Zhou, Han Qiu, Xi Xiao |
| 2024 | WACV | Efficient MAE towards Large-Scale Vision Transformers. | Han Qiu, Gongjie Zhang, Jiaxing Huang, Peng Gao, Zhang Wei, Shijian Lu |
| 2024 | SP | Backdooring Multimodal Learning. | Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, Tianwei Zhang |
| 2023 | DAC | MPass: Bypassing Learning-based Static Malware Detectors. | Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang |
| 2023 | ICCV | One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. | Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia |
| 2023 | ICCV | Computation and Data Efficient Backdoor Attacks. | Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang |
| 2023 | ICCV | MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection. | Renrui Zhang, Han Qiu, Tai Wang, Ziyu Guo, Ziteng Cui, Yu Qiao, Hongsheng Li, Peng Gao |
| 2023 | ICDM | ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems. | Qingjie Zhang, Maosen Zhang, Han Qiu, Tianwei Zhang, Mounira Msahli, Grard Memmi |
| 2023 | ICLR | Extracting Robust Models with Uncertain Examples. | Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang |
| 2023 | INFOCOM | Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. | Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang |
| 2023 | MOBICOM | A Networking Perspective on Starlink's Self-Driving LEO Mega-Constellation. | Yuanjie Li, Hewu Li, Wei Liu, Lixin Liu, Wei Zhao, Yimei Chen, Jianping Wu, Qian Wu, Jun Liu, Zeqi Lai, Han Qiu |
| 2023 | VR | Virtual Reality in Supporting Charitable Giving: The Role of Vicarious Experience, Existential Guilt, and Need for Stimulation. | Ou Li, Han Qiu |
| 2023 | TrustCom | Detecting BGP Anomalies based on Spatio-Temporal Feature Representation Model for Autonomous Systems. | Zimian Liu, Han Qiu, Rui Wang, Junhu Zhu, Qingxian Wang |
| 2022 | COLING | An MRC Framework for Semantic Role Labeling. | Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He |
| 2022 | DAC | Compressive sensing based asymmetric semantic image compression for resource-constrained IoT system. | Yujun Huang, Bin Chen, Jianghui Zhang, Han Qiu, Shu-Tao Xia |
| 2022 | ECCV | Improving Adversarial Robustness of 3D Point Cloud Classification Models. | Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang |
| 2022 | ICIP | Improved DC Estimation for JPEG Compression Via Convex Relaxation. | Jianghui Zhang, Bin Chen, Yujun Huang, Han Qiu, Zhi Wang, Shutao Xia |
| 2022 | ISSTA | BET: black-box efficient testing for convolutional neural networks. | Jialai Wang, Han Qiu, Yi Rong, Hengkai Ye, Qi Li, Zongpeng Li, Chao Zhang |
| 2022 | ISSTA | jTrans: jump-aware transformer for binary code similarity detection. | Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang |
| 2022 | KSEM | Mitigating Targeted Bit-Flip Attacks via Data Augmentation: An Empirical Study. | Ziyuan Zhang, Meiqi Wang, Wencheng Chen, Han Qiu, Meikang Qiu |
| 2021 | AsiaCCS | DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. | Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham |
| 2021 | CVPR | Privacy-Preserving Collaborative Learning With Automatic Transformation Search. | Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu |
| 2021 | HPCC | RSM-PA: Research on Route Selection Method of Inter-domain Routing System Based on Path Availability. | Huihu Zhu, Han Qiu, Junhu Zhu, Qingxian Wang |
| 2021 | IJCAI | Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models. | Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu |
| 2021 | ISPA | Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning. | Tian Dong, Han Qiu, Jialiang Lu, Meikang Qiu, Chun Fan |
| 2020 | ECCV | BorderDet: Border Feature for Dense Object Detection. | Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun |
| 2020 | ICA3PP | A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks. | Yi Zeng, Han Qiu, Grard Memmi, Meikang Qiu |
| 2020 | INFOCOM | ChainIDE 2.0: Facilitating Smart Contract Development for Consortium Blockchain. | Xiao Wu, Han Qiu, Shuyi Zhang, Grard Memmi, Keke Gai, Wei Cai |
| 2019 | CloudCom | ChainIDE: A Cloud-Based Integrated Development Environment for Cross-Blockchain Smart Contracts. | Han Qiu, Xiao Wu, Shuyi Zhang, Victor C. M. Leung, Wei Cai |
| 2019 | INFOCOM | Poster Abstract: Secure Data Sharing by Means of Fragmentation, Encryption, and Dispersion. | Katarzyna Kapusta, Han Qiu, Grard Memmi |
| 2019 | NPC | DIN: A Bio-Inspired Distributed Intelligence Networking. | Yufeng Li, Yankang Du, Chenhong Cao, Han Qiu |
| 2014 | ISM | Fast Selective Encryption Method for Bitmaps Based on GPU Acceleration. | Han Qiu, Grard Memmi |
| 2007 | AINA | Design and Buffer Sizing of TCAM-Based Pipelined Forwarding Engines. | Yufeng Li, Han Qiu, Xiaozhuo Gu, Julong Lan, Jianwen Yang |
| 2006 | AINA | Implementing Priority Scheduling in a Combined Input-Crosspoint-Output Queued Switch. | Peng Yi, Han Qiu, Binqiang Wang |
| 2006 | PDCAT | Analysis of the Centralized Algorithm and the Distributed Algorithm for Parallel Packet Switch. | Yufeng Li, Han Qiu, Julong Lan, Jianwen Yang |