Adaptive Reduced Rank Regression
Qiong Wu, Felix M.F. Wong, Zhenming Liu, Yanhua Li, Varun Kanade
NeurIPS, 2020

RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers
Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
OSDI, 2020

On Efficient Construction of Checkpoints
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
ICML, 2020

Extended Abstract: On Embedding Stocks
Qiong Wu, Zheng Zhang, Yanhua Li, Zhenming Liu, Mihai Cucuringu
ACM International Conference on AI in Finance (ICAIF), 2020

Extended Abstract: A Deep Learning Framework for Pricing Financial Instruments
Qiong Wu, Zheng Zhang, Andrea Pizzoferrato, Zhenming Liu, Mihai Cucuringu
ACM International Conference on AI in Finance (ICAIF), 2020

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
SDM, 2019 (best data science paper award)

Speaking with Actions: Learning Customer Journey Behavior
Qiong Wu, Wen-Ling Hsu, Tan Xu, Zhenming Liu, Guang-Qin Ma, Guy Jacobson, Shuai Zhao
IEEE International Conference on Semantic Computing (ICSC), 2019

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
FAST, 2019 (best paper award)

Near Neighbor Approach for Learning Random Preferences
Ao Liu, Qiong Wu, Lirong Xia, Zhenming Liu
AAAI, 2019 (full oral presentation)

DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics
Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen

From Which World is Your Graph?
Cheng Li, Felix M.F.Wong, Zhenming Liu, Varun Kanade
NeurIPS, 2017

Delivering Deep Learning to Mobile Devices via Offloading
Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen
VR/AR Network@Sigcomm, 2017

Mind Your Own Bandwidth
Carlee Joe Wong, Sangtae Ha, Zhenming Liu, Felix M.F. Wong, Mung Chiang
Fog for 5G and IoT, 2017

On the Efficiency of Social Recommender Networks
Felix M.F. Wong, Zhenming Liu, Mung Chiang
INFOCOM, 2015, (best paper award runner-up), and Journal Version appeared in TON, 2016

Improving User QoE for Residential Broadband: Adaptive Traffic Management at the Network Edge
Felix M.F. Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang
IWQoS, 2015

Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model
Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix M.F. Wong
IEEE Trans. Learn. Technol., 2014

Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization
Felix M.F. Wong, Zhenming Liu, Mung Chiang
ICDM, 2014

Statistically-secure ORAM with Õ(log^2 n) Overhead
Kai-Min Chung, Zhenming Liu, Rafael Pass

Why Steiner-tree Type Algorithms Work for Community Detection
Mung Chiang, Henry Lam, Zhenming Liu, H. Vincent Poor

Optimizing The One Big Switch Abstraction in Software-defined Networks
Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker
CoNEXT, 2013

The Diffusion of Networking Technologies
Sharon Goldberg, Zhenming Liu
SODA, 2013

Distributed Non-stochastic Experts
Varun Kanade, Zhenming Liu, Bozidar Radunovic
NIPS, 2012

Continuous Distributed Counting for Non-monotonic Streams
Zhenming Liu, Bozidar Radunovic, Milan Vojnovic
PODS, 2012

Information Dissemination via Random Walks in D-dimensional Spaces
Henry Lam, Zhenming Liu, Michael Mitzenmacher, Yajun Wang, Xiaorui Sun
SODA, 2012

Chernoff-Hoeffding Bounds for Markov Chains: Generalized and Simplified
Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher
STACS, 2012

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
ICWSM, 2012

Influence Maximization in Social Networks When Negative Opinion May Emerge and Propagate
Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincon, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan
SDM, 2011

A Game Theoretic Framework to Identify Overlapping Communities in Social Network
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
In PKDD, 2010 (best student paper)

Intention-disguised Algorithmic Trading
William Yuen, Paul Syverson, Zhenming Liu, Christopher Thorpe
FC, 2010

AMS Without 4-Wise Independence on Product Domains
Braverman, Vladimir, Kai-Min Chung, Zhenming Liu, Michael Mitzenmacher, and Rafail Ostrovsky
STACS, 2010

Designing Floating Codes for Expected Performance
Flavio Chierichetti, Hilary Finucane, Zhenming Liu, and M. Mitzenmacher
IEEE Transactions on Information Theory, 2010

Codes for Deletion and Insertion Channels with Segmented Errors
Zhenming Liu, Michael Mitzenmacher
ISIT, 2007

The Structure of Optimal Prefix-free Codes in Restricted Languages: The Uniform Probability Case
Mordecai Golin, Zhenming Liu
WADS, 2005