| 2026 | AAAI | Bridging Optimization and Neural Networks for Efficient Multi-view Clustering. | Hui-Lang Xu, Xiang-Xiang Su, Simin Chen, Guang-Yong Chen, Xing Chen |
| 2026 | EuroSys | PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping. | Zhixin Zhao, Yitao Hu, Simin Chen, Mingfang Ji, Wei Yang, Yuhao Zhang, Laiping Zhao, Wenxin Li, Xiulong Liu, Wenyu Qu, Hao Wang |
| 2026 | SP | Your Compiler is Backdooring Your Model: Understanding and Exploiting Compilation Inconsistency Vulnerabilities in Deep Learning Compilers. | Simin Chen, Jinjun Peng, Yixin He, Junfeng Yang, Baishakhi Ray |
| 2025 | ACL | VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service. | Xiasi Wang, Tianliang Yao, Simin Chen, Runqi Wang, Lei Ye, Kuofeng Gao, Yi Huang, Yuan Yao |
| 2025 | EMNLP | Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation. | Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray |
| 2025 | ICCV | FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models. | Jiaqi Wu, Simin Chen, Jing Tang, Yuzhe Yang, Yiming Chen, Lixu Wang, Song Lin, Zehua Wang, Wei Chen, Zijian Tian |
| 2025 | ICML | DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination. | Simin Chen, Pranav Pusarla, Baishakhi Ray |
| 2023 | ACL | Dynamic Transformers Provide a False Sense of Efficiency. | Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li |
| 2023 | CVPR | The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection. | Simin Chen, Hanlin Chen, Mirazul Haque, Cong Liu, Wei Yang |
| 2023 | CVPR | Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition. | Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu |
| 2023 | Interspeech | SlothSpeech: Denial-of-service Attack Against Speech Recognition Models. | Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Sisman, Cong Liu, Wei Yang |
| 2023 | ISSTA | DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization. | Simin Chen, Shiyi Wei, Cong Liu, Wei Yang |
| 2023 | ProvSec | Constant-Size Group Signatures with Message-Dependent Opening from Lattices. | Simin Chen, Jiageng Chen, Atsuko Miyaji, Kaiming Chen |
| 2022 | CVPR | NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models. | Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang |
| 2022 | IJCAI | Learn to Reverse DNNs from AI Programs Automatically. | Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang |
| 2012 | OOPSLA | Declarative access policies based on objects, relationships, and states. | Simin Chen |