An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing. - Yingshui Tan; Baihong Jin; Alexander J. Nettekoven; Yuxin Chen 001; Yisong Yue; Ufuk Topcu; Alberto L. Sangiovanni-Vincentelli (ICMLA, 2019)

Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults. - Baihong Jin; Yingshui Tan; Yuxin Chen 001; Alberto L. Sangiovanni-Vincentelli (CoRR, 2019)

Are Ensemble Classifiers Powerful Enough for the Detection and Diagnosis of Intermediate-Severity Faults? - Baihong Jin; Yingshui Tan; Yuxin Chen 001; Kameshwar Poolla; Alberto L. Sangiovanni-Vincentelli (CoRR, 2020)

Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI. - Yingshui Tan; Baihong Jin; Xiangyu Yue 001; Yuxin Chen 001; Alberto L. Sangiovanni-Vincentelli (CoRR, 2020)

Using Ensemble Classifiers to Detect Incipient Anomalies. - Baihong Jin; Yingshui Tan; Albert Liu; Xiangyu Yue 001; Yuxin Chen 001; Alberto L. Sangiovanni-Vincentelli (CoRR, 2020)

Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation. - Yingshui Tan; Baihong Jin; Qiushi Cui; Xiangyu Yue 001; Alberto L. Sangiovanni-Vincentelli (CoRR, 2020)

One-class graph neural networks for anomaly detection in attributed networks. - Xuhong Wang; Baihong Jin; Ying Du; Ping Cui; Yingshui Tan; Yupu Yang (Neural Comput. Appl., 2021)

Safety Alignment for Vision Language Models. - Zhendong Liu; Yuanbi Nie; Yingshui Tan; Xiangyu Yue 001; Qiushi Cui; Chongjun Wang; Xiaoyong Zhu; Bo Zheng 007 (CoRR, 2024)

Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment. - Yanshi Li; Shaopan Xiong; Gengru Chen; Xiaoyang Li; Yijia Luo; Xingyao Zhang; Yanhui Huang; Xingyuan Bu; Yingshui Tan; Chun Yuan; Jiamang Wang; Wenbo Su; et al. (CoRR, 2024)

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models. - Yancheng He; Shilong Li; Jiaheng Liu; Yingshui Tan; Weixun Wang; Hui Huang 021; Xingyuan Bu; Hangyu Guo; Chengwei Hu; Boren Zheng; Zhuoran Lin; Xuepeng Liu; et al. (CoRR, 2024)

Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment. - Zhendong Liu; Yuanbi Nie; Yingshui Tan; Xiangyu Yue 001; Qiushi Cui; Chongjun Wang; Xiaoyong Zhu; Bo Zheng 007 (CoRR, 2024)

Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models. - Yingshui Tan; Boren Zheng; Baihui Zheng; Kerui Cao; Huiyun Jing; Jincheng Wei; Jiaheng Liu; Yancheng He; Wenbo Su; Xiangyong Zhu; Bo Zheng 007; Kaifu Zhang (CoRR, 2024)

RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting. - Yilei Jiang; Yingshui Tan; Xiangyu Yue 001 (CoRR, 2024)

See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models. - Jihao Gu; Yingyao Wang; Pi Bu; Chen Wang; Ziming Wang; Tengtao Song; Donglai Wei 004; Jiale Yuan; Yingxiu Zhao; Yancheng He; Shilong Li; Jiaheng Liu; et al. (ACL (Findings), 2025)

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models. - Yancheng He; Shilong Li; Jiaheng Liu; Yingshui Tan; Weixun Wang; Hui Huang 021; Xingyuan Bu; Hangyu Guo; Chengwei Hu; Boren Zheng; Zhuoran Lin; Dekai Sun; et al. (ACL (1), 2025)

HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (ACL (1), 2025)

M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation. - Jiaheng Liu; Ken Deng; Congnan Liu; Jian Yang 030; Shukai Liu; He Zhu; Peng Zhao; Linzheng Chai; Yanan Wu; Ke Jin; Ge Zhang 009; Zekun Moore Wang; et al. (ACL (1), 2025)

Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models. - Yingshui Tan; Boren Zheng; Baihui Zheng; Kerui Cao; Huiyun Jing; Jincheng Wei; Jiaheng Liu; Yancheng He; Wenbo Su; Xiaoyong Zhu; Bo Zheng; Kaifu Zhang (ACL (1), 2025)

Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models. - Yingshui Tan; Yilei Jiang; Yanshi Li; Jiaheng Liu; Xingyuan Bu; Wenbo Su; Xiangyu Yue 001; Xiaoyong Zhu; Bo Zheng 007 (CoRR, 2025)

ChineseSimpleVQA - "See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models. - Jihao Gu; Yingyao Wang; Pi Bu; Chen Wang; Ziming Wang; Tengtao Song; Donglai Wei 004; Jiale Yuan; Yingxiu Zhao; Yancheng He; Shilong Li; Jiaheng Liu; et al. (CoRR, 2025)

HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (CoRR, 2025)

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models. - Alexander Zhang; Marcus Dong; Jiaheng Liu; Wei Zhang 021; Yejie Wang; Jian Yang 003; Ge Zhang 009; Tianyu Liu 001; Zhongyuan Peng; Yingshui Tan; Yuanxing Zhang; Zhexu Wang; et al. (CoRR, 2025)

A Comprehensive Survey on Long Context Language Modeling. - Jiaheng Liu; Dawei Zhu; Zhiqi Bai; Yancheng He; Huanxuan Liao; Haoran Que; Zekun Wang; Chenchen Zhang; Ge Zhang 009; Jiebin Zhang; Yuanxing Zhang; Zhuo Chen; et al. (CoRR, 2025)

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models. - Jianyu Liu; Hangyu Guo; Ranjie Duan; Xingyuan Bu; Yancheng He; Shilong Li; Hui Huang 021; Jiaheng Liu; Yucheng Wang; Chenchen Jing; Xingwei Qu; Xiao Zhang; et al. (CoRR, 2025)

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation. - Jiajun Shi; Jian Yang; Jiaheng Liu; Xingyuan Bu; Jiangjie Chen; Junting Zhou; Kaijing Ma; Zhoufutu Wen; Bingli Wang; Yancheng He; Liang Song; Hualei Zhu; et al. (CoRR, 2025)

Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models. - Baihui Zheng; Boren Zheng; Kerui Cao; Yingshui Tan; Zhendong Liu; Weixun Wang; Jiaheng Liu; Jian Yang; Wenbo Su; Xiaoyong Zhu; Bo Zheng 007; Kaifu Zhang (CoRR, 2025)

USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models. - Baolin Zheng; Guanlin Chen; Hongqiong Zhong; Qingyang Teng; Yingshui Tan; Zhendong Liu; Weixun Wang; Jiaheng Liu; Jian Yang 003; Huiyun Jing; Jincheng Wei; Wenbo Su; et al. (CoRR, 2025)

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library. - Weixun Wang; Shaopan Xiong; Gengru Chen; Wei Gao; Sheng Guo 005; Yancheng He; Ju Huang; Jiaheng Liu; Zhendong Li; Xiaoyang Li; Zichen Liu; Haizhou Zhao; et al. (CoRR, 2025)

MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models. - Yinan Xia; Yilei Jiang; Yingshui Tan; Xiaoyong Zhu; Xiangyu Yue 001; Bo Zheng 007 (CoRR, 2025)

IFEvalCode: Controlled Code Generation. - Jian Yang 003; Wei Zhang 021; Shukai Liu; Linzheng Chai; Yingshui Tan; Jiaheng Liu; Ge Zhang 009; Wangchunshu Zhou; Guanglin Niu; Zhoujun Li 001; Binyuan Hui; Junyang Lin (CoRR, 2025)