| 2025 | CGO | PreFix: Optimizing the Performance of Heap-Intensive Applications. | Chaitanya Mamatha Ananda, Rajiv Gupta, Sriraman Tallam, Han Shen, Xinliang David Li |
| 2025 | CLOUD | Cauchy: A Cost-Efficient LLM Serving System through Adaptive Heterogeneous Deployment. | Yihui Zhang, Han Shen, Renyu Yang, Di Tian, Yuxi Luo, Menghao Zhang, Li Li, Chunming Hu, Tianyu Wo, Chengru Song, Jin Ouyang |
| 2025 | ICLR | SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. | Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen |
| 2024 | ICASSP | Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. | A F M Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen |
| 2024 | ICASSP | A Method for Bilevel Optimization with Convex Lower-Level Problem. | Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen |
| 2024 | ICML | Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. | Han Shen, Zhuoran Yang, Tianyi Chen |
| 2023 | AISTATS | Distributed Offline Policy Optimization Over Batch Data. | Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen |
| 2023 | AISTATS | Alternating Projected SGD for Equality-constrained Bilevel Optimization. | Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen |
| 2023 | ASPLOS | Propeller: A Profile Guided, Relinking Optimizer for Warehouse-Scale Applications. | Han Shen, Krzysztof Pszeniczny, Rahman Lavaee, Snehasish Kumar, Sriraman Tallam, Xinliang David Li |
| 2023 | ICLR | Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. | Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen |
| 2023 | ICML | On Penalty-based Bilevel Gradient Descent Method. | Han Shen, Tianyi Chen |
| 2021 | ICASSP | Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. | Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling |
| 2020 | AAAI | Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. | Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma |
| 1994 | APSEC | A hybrid program knowledge base for static program analyzers. | Stan Jarzabek, Han Shen, Hock Chuan Chan |
| 1994 | ICDE | The TP-Index: A Dynamic and Efficient Indexing Mechanism for Temporal Databases. | Han Shen, Beng Chin Ooi, Hongjun Lu |