| 2026 | ACL | AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling. | Zhen Lin, Qiujie Xie, Minjun Zhu, Shichen Li, Qiyao Sun, Enhao Gu, Yiran Ding, Ke Sun, Fang Guo, Panzhong Lu, Zhiyuan Ning, Yixuan Weng, Yue Zhang |
| 2026 | HPDC | Scaling Attention Beyond GPUs for LLM Inference. | Weishu Deng, Yujie Yang, Peiran Du, Lingfeng Xiang, Zhen Lin, Chen Zhong, Faraz Ahmed, Lianjie Cao, Puneet Sharma, Song Jiang, Hui Lu, Jia Rao |
| 2025 | KDD | Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. | Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei |
| 2025 | USENIX | DSA-2LM: A CPU-Free Tiered Memory Architecture with Intel DSA. | Ruili Liu, Teng Ma, Mingxing Zhang, Jialiang Huang, Yingdi Shan, Zheng Liu, Lingfeng Xiang, Zhen Lin, Hui Lu, Jia Rao, Kang Chen, Yongwei Wu |
| 2025 | SYSTOR | Can Hardware Outsmart Software in Tiered Memory Management? A CMM-H Case Study. | Zhen Lin, Yujie Yang, Lingfeng Xiang, Lianjie Cao, Faraz Ahmed, Jia Rao, Hui Lu, Puneet Sharma |
| 2024 | EMNLP | Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation. | Zhen Lin, Shubhendu Trivedi, Jimeng Sun |
| 2024 | ICML | Certifiably Byzantine-Robust Federated Conformal Prediction. | Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li |
| 2024 | OSDI | Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration. | Lingfeng Xiang, Zhen Lin, Weishu Deng, Hui Lu, Jia Rao, Yifan Yuan, Ren Wang |
| 2023 | ICLR | Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks. | Zhen Lin, Shubhendu Trivedi, Jimeng Sun |
| 2023 | ICML | Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control. | Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun |
| 2023 | KDD | PyHealth: A Deep Learning Toolkit for Healthcare Applications. | Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun |
| 2023 | USENIX | P2CACHE: Exploring Tiered Memory for In-Kernel File Systems Caching. | Zhen Lin, Lingfeng Xiang, Jia Rao, Hui Lu |
| 2022 | AAAI | SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models. | Zhen Lin, Lucas Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun |
| 2021 | IPEC | Viewing the Modernization of Municipal Administrative Area's Green Governance in China from the Work Report of Local Governments - - Taking Ten Prefecture-level Cities in Shaanxi as Examples. | Tingting Chen, Zhen Lin, Fan Zhang, Yan Jiang |
| 2021 | SOSP | FlashCube: Fast Provisioning of Serverless Functions with Streamlined Container Runtimes. | Zhen Lin, Kao-Feng Hsieh, Yu Sun, Seunghee Shin, Hui Lu |
| 2020 | ICA3PP | BIMP: Blockchain-Based Incentive Mechanism with Privacy Preserving in Location Proof. | Zhen Lin, Yuchuan Luo, Shaojing Fu, Tao Xie |
| 2020 | ICARCV | Bidirectional Homotopy-Guided RRT for Path Planning. | Zhen Lin, Yanjun Li, Ji Xiang, Gui Ling, Feiyang Suo |
| 2019 | AMIA | Barriers, Facilitators, and Potential Solutions to Advancing Interoperable Clinical Decision Support: Multi-Stakeholder Consensus Recommendations for the Opioid Use Case. | Laura H. Marcial, Barry H. Blumenfeld, Christopher A. Harle, Xia Jing, Michelle S. Keller, Victor C. Lee, Zhen Lin, Anna Dover, Amanda Midboe, Shafa Al-Showk, Victoria Bradley, James K. Breen, Michael Fadden, Edwin A. Lomotan, Luis Marco-Ruiz, Reem Mohamed, Patrick J. O'Connor, Douglas Rosendale, Harry Solomon, Kensaku Kawamoto |
| 2019 | ASPLOS | Scatter-and-Gather Revisited: High-Performance Side-Channel-Resistant AES on GPUs. | Zhen Lin, Utkarsh Mathur, Huiyang Zhou |
| 2018 | ACSSC | Minimax Design Of Constant Modulus Mimo Waveforms. | Zhen Lin, Wenqiang Pu, Zhi-Quan Luo |
| 2018 | HPCA | Accelerate GPU Concurrent Kernel Execution by Mitigating Memory Pipeline Stalls. | Hongwen Dai, Zhen Lin, Chao Li, Chen Zhao, Fei Wang, Nanning Zheng, Huiyang Zhou |
| 2017 | QRS | Network Anomaly Detection Based on Dynamic Hierarchical Clustering of Cross Domain Data. | Yang Liu, Hongping Xu, Hang Yi, Zhen Lin, Jian Kang, Weiqiang Xia, Qingping Shi, Youping Liao, Yulong Ying |
| 2016 | ICPADS | Selectively GPU Cache Bypassing for Un-Coalesced Loads. | Chen Zhao, Fei Wang, Zhen Lin, Huiyang Zhou, Nanning Zheng |
| 2016 | SC | Enabling efficient preemption for SIMT architectures with lightweight context switching. | Zhen Lin, Lars Nyland, Huiyang Zhou |
| 2015 | CGO | Automatic data placement into GPU on-chip memory resources. | Chao Li, Yi Yang, Zhen Lin, Huiyang Zhou |
| 2014 | AAAI | Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems. | Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin |
| 2013 | NPC | An Effective Approach for Vocal Melody Extraction from Polyphonic Music on GPU. | Guangchao Yao, Yao Zheng, Limin Xiao, Li Ruan, Zhen Lin, Junjie Peng |
| 2013 | SNPD | HBase System-Based Distributed Framework for Searching Large Graph Databases. | Yijun Bei, Zhen Lin, Chen Zhao, Xiaojun Zhu |
| 2010 | ISCAS | High performance implementation of Neural Networks by networks on chip with 5-port 2-virtual channels. | Yiping Dong, Zhen Lin, Yan Li, Takahiro Watanabe |
| 2005 | PDPTA | Factoring large integers using parallel quadratic sieve by block lanczos. | Zhen Lin, Laurence Tianruo Yang, Man Lin |
| 2002 | AMIA | Using binning to maintain confidentiality of medical data. | Zhen Lin, Micheal Hewett, Russ B. Altman |
| 2000 | AMIA | Representation of Nursing Guidelines Using the EON Guideline Model. | Zhen Lin, Samson W. Tu, Mark A. Musen |