| 2025 | HCI | Exploration of Psychometric Applications and Personality Characteristics Fine-Tuning Methods of In-Vehicle Large Language Models in Intelligent Cockpits. | Qianli Lin, Zhipeng Hu, Zhenming Liu, Jun Ma |
| 2023 | AAAI | Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models. | Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu |
| 2023 | AAAI | Towards Reliable Item Sampling for Recommendation Evaluation. | Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu |
| 2023 | ICDM | Distributional Cloning for Stabilized Imitation Learning via ADMM. | Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang |
| 2023 | ICS | Parallel Software for Million-scale Exact Kernel Regression. | Yu Chen, Lucca Skon, James R. McCombs, Zhenming Liu, Andreas Stathopoulos |
| 2023 | WACV | Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution. | Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu |
| 2021 | AAIM | An Order Approach for the Core Maintenance Problem on Edge-Weighted Graphs. | Bin Liu, Zhenming Liu, Feiteng Zhang |
| 2021 | ICDM | C | Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo |
| 2020 | ICML | On Efficient Constructions of Checkpoints. | Yu Chen, Zhenming Liu, Bin Ren, Xin Jin |
| 2020 | OSDI | RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers. | Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin |
| 2019 | AAAI | Near-Neighbor Methods in Random Preference Completion. | Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia |
| 2019 | FAST | DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. | Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica |
| 2019 | SDM | Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach. | Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo |
| 2019 | USENIX | DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. | Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica |
| 2018 | INFOCOM | DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics. | Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen |
| 2017 | SIGCOMM | Delivering Deep Learning to Mobile Devices via Offloading. | Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen |
| 2015 | INFOCOM | On the efficiency of social recommender networks. | Felix Ming Fai Wong, Zhenming Liu, Mung Chiang |
| 2015 | IWQoS | Improving user QoE for residential broadband: Adaptive traffic management at the network edge. | Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang |
| 2014 | ASIACRYPT | Statistically-secure ORAM with (log | Kai-Min Chung, Zhenming Liu, Rafael Pass |
| 2014 | ICDM | Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization. | Felix Ming Fai Wong, Zhenming Liu, Mung Chiang |
| 2013 | AISTATS | Why Steiner-tree type algorithms work for community detection. | Mung Chiang, Henry Lam, Zhenming Liu, H. Vincent Poor |
| 2013 | CoNEXT | Optimizing the "one big switch" abstraction in software-defined networks. | Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker |
| 2013 | SODA | The Diffusion of Networking Technologies. | Sharon Goldberg, Zhenming Liu |
| 2012 | PODS | Continuous distributed counting for non-monotonic streams. | Zhenming Liu, Bozidar Radunovic, Milan Vojnovic |
| 2012 | SODA | Information dissemination via random walks in | Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang |
| 2012 | STACS | Chernoff-Hoeffding Bounds for Markov Chains: Generalized and Simplified. | Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher |
| 2011 | IJCAI | Community Detection in Social Networks through Community Formation Games. | Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang |
| 2011 | ICWSM | Participation Maximization Based on Social Influence in Online Discussion Forums. | Tao Sun, Wei Chen, Zhenming Liu, Yajun Wang, Xiaorui Sun, Ming Zhang, Chin-Yew Lin |
| 2011 | SDM | Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate. | Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincn, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan |
| 2010 | FC | Intention-Disguised Algorithmic Trading. | William Yuen, Paul F. Syverson, Zhenming Liu, Christopher Thorpe |
| 2010 | STACS | AMS Without 4-Wise Independence on Product Domains. | Vladimir Braverman, Kai-Min Chung, Zhenming Liu, Michael Mitzenmacher, Rafail Ostrovsky |
| 2007 | ISIT | Codes for Deletion and Insertion Channels with Segmented Errors. | Zhenming Liu, Michael Mitzenmacher |
| 2005 | WADS | The Structure of Optimal Prefix-Free Codes in Restricted Languages: The Uniform Probability Case. | Mordecai J. Golin, Zhenming Liu |