Ji, Shouling

28 publications

ICLR 2026 Contextual and Seasonal LSTMs for Time Series Anomaly Detection Lingpei Zhang, Qingming Li, Yong Yang, Jiahao Chen, Rui Zeng, Chenyang Lyu, Shouling Ji

ICLR 2026 From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons Yuyou Gan, Qingming Li, Junhao Li, Zhi Chen, Jinbao Li, Xiaoming Li, Shouling Ji

ICLR 2026 STAR: Strategy-Driven Automatic Jailbreak Red-Teaming for Large Language Model Jianing Liu, Qingming Li, Jiahao Chen, Rui Zeng, Binbin Zhao, Shouling Ji

ICLR 2026 TrojanTO: Action-Level Backdoor Attacks Against Trajectory Optimization Models Yang Dai, Oubo Ma, Xingxing Liang, Longfei Zhang, Xiaochun Cao, Shouling Ji, Jiaheng Zhang, Jincai Huang, Li Shen

ICLR 2026 When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-Based Multi-Agent Systems Naen Xu, Hengyu An, Shuo Shi, Jinghuai Zhang, Chunyi Zhou, Changjiang Li, Tianyu Du, Zhihui Fu, Jun Wang, Shouling Ji

ICCV 2025 An Inversion-Based Measure of Memorization for Diffusion Models Zhe Ma, Qingming Li, Xuhong Zhang, Tianyu Du, Ruixiao Lin, Zonghui Wang, Shouling Ji, Wenzhi Chen

AAAI 2025 CAMH: Advancing Model Hijacking Attack in Machine Learning Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji

IJCAI 2025 Dyn-D2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu

AAAI 2025 Enhancing Adversarial Transferability with Adversarial Weight Tuning Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji

ICML 2025 The Case for Learned Provenance-Based System Behavior Baseline Yao Zhu, Zhenyuan Li, Yangyang Wei, Shouling Ji

AAAI 2025 Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang

AAAI 2024 AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji

AAAI 2024 GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji

AAAI 2024 Integer Is Enough: When Vertical Federated Learning Meets Rounding Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji

NeurIPS 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen

AAAI 2024 Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang

IJCAI 2024 Pluggable Watermarking of Deepfake Models for Deepfake Detection Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen

IJCAI 2024 Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage Zeyu Li, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji

ICCV 2023 An Embarrassingly Simple Backdoor Attack on Self-Supervised Learning Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang

NeurIPS 2023 Defending Pre-Trained Language Models as Few-Shot Learners Against Backdoor Attacks Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang

ICLR 2023 The Dark Side of AutoML: Towards Architectural Backdoor Search Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang

AAAI 2021 Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji

CVPR 2021 Deep Dual Consecutive Network for Human Pose Estimation Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang

AAAI 2021 I-Algebra: Towards Interactive Interpretability of Deep Neural Networks Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

IJCAI 2021 Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji

AAAI 2020 Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network Zhe Ma, Jianfeng Dong, Zhongzi Long, Yao Zhang, Yuan He, Hui Xue, Shouling Ji

CVPR 2019 Dual Encoding for Zero-Example Video Retrieval Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang

IJCAI 2019 VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities Xu Duan, Jingzheng Wu, Shouling Ji, Zhiqing Rui, Tianyue Luo, Mutian Yang, Yanjun Wu