Zhenming Liu

According to our database, Zhenming Liu authored at least 86 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Pyxis: Scheduling Mixed Tasks in Disaggregated Datacenters.

Sheng Qi, Chao Jin, Mosharaf Chowdhury, Zhenming Liu, Xuanzhe Liu, Xin Jin

IEEE Trans. Parallel Distributed Syst., September, 2024

On Item-Sampling Evaluation for Recommender System.

Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu

Trans. Recomm. Syst., March, 2024

Exploring Chemical Reaction Space with Machine Learning Models: Representation and Feature Perspective.

Yuheng Ding, Bo Qiang, Qixuan Chen, Yiqiao Liu, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2024

MEMS Gyroscope Multi-Feature Calibration Using Machine Learning Technique.

Yaoyao Long, Zhenming Liu, Cong Hao, Farrokh Ayazi

CoRR, 2024

Development and Evaluation Study of Intelligent Cockpit in the Age of Large Models.

Jun Ma, Meng Wang, Jinhui Pang, Haofen Wang, Xuejing Feng, Zhipeng Hu, Zhenyu Yang, Mingyang Guo, Zhenming Liu, Junwei Wang, Siyi Lu, Zhiming Gou

CoRR, 2024

Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation.

Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu

CoRR, 2024

Sensitive Membrane Resonator Sensor for Sub-Micron Diameter Particle Counting.

A. Jaafar, Zhenming Liu, X. Jiang, D. Struk, Peter J. Hesketh, Farrokh Ayazi, A. Ojha, C. Hogan

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2024

2023

Bridging the gap between chemical reaction pretraining and conditional molecule generation with a unified model.

Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu

Nat. Mac. Intell., December, 2023

Order based algorithms for the core maintenance problem on edge-weighted graphs.

Feiteng Zhang, Bin Liu, Zhenming Liu, Qizhi Fang

Theor. Comput. Sci., 2023

Uni-RXN: A Unified Framework Bridging the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation.

Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu

CoRR, 2023

Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution.

Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Fully Integrated High-Frequency MEMS and CMOS Inertial Measurement Systems: Taking a Journey from Silicon to Silicon Carbide.

Farrokh Ayazi, Haoran Wen, Gregory Villiam Junek, Zhenming Liu, Chris Heaton

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Parallel Software for Million-scale Exact Kernel Regression.

Yu Chen, Lucca Skon, James R. McCombs, Zhenming Liu, Andreas Stathopoulos

Proceedings of the 37th International Conference on Supercomputing, 2023

Distributional Cloning for Stabilized Imitation Learning via ADMM.

Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang

Proceedings of the IEEE International Conference on Data Mining, 2023

Towards Reliable Item Sampling for Recommendation Evaluation.

Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards Socially Acceptable Food Type Recognition.

Junjie Wang, Jiexiong Guan, Y. Alicia Hong, Hong Xue, Shuangquan Wang, Zhenming Liu, Bin Ren, Gang Zhou

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

2021

BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation.

Qiong Wu, Adam Hare, Sirui Wang, Yuwei Tu, Zhenming Liu, Christopher G. Brinton, Yanhua Li

ACM Trans. Intell. Syst. Technol., 2021

CMNPD: a comprehensive marine natural products database towards facilitating drug discovery from the ocean.

Chuanyu Lyu, Tong Chen, Bo Qiang, Ningfeng Liu, Heyu Wang, Liangren Zhang, Zhenming Liu

Nucleic Acids Res., 2021

Chemical Space, Scaffolds, and Halogenated Compounds of CMNPD: A Comprehensive Chemoinformatic Analysis.

Ningfeng Liu, Junyong Lai, Chuanyu Lyu, Bo Qiang, Heyu Wang, Hongwei Jin, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2021

AIScaffold: A Web-Based Tool for Scaffold Diversification Using Deep Learning.

Junyong Lai, Xiangbin Li, Yanxing Wang, Shiqiu Yin, Jielong Zhou, Zhenming Liu

J. Chem. Inf. Model., 2021

LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement.

Woosub Jung, Amanda Watson, Scott Kuehn, Erik Korem, Kenneth Koltermann, Minglong Sun, Shuangquan Wang, Zhenming Liu, Gang Zhou

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Residual Current Detection Method Based on Variational Modal Decomposition and Dynamic Fuzzy Neural Network.

Xiangke Zhang, Zhenming Liu, Yajing Wang, Zhenhai Dou, Guoliang Zhai, Qinqin Wei

IEEE Access, 2021

Toward efficient interactions between Python and native libraries.

Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters.

Qiong Wu, Zhenming Liu

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

C³-GAN: Complex-Condition-Controlled Urban Traffic Estimation through Generative Adversarial Networks.

Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo

Proceedings of the IEEE International Conference on Data Mining, 2021

Equity2Vec: end-to-end deep learning framework for cross-sectional asset pricing.

Qiong Wu, Christopher G. Brinton, Zheng Zhang, Andrea Pizzoferrato, Zhenming Liu, Mihai Cucuringu

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

An Order Approach for the Core Maintenance Problem on Edge-Weighted Graphs.

Bin Liu, Zhenming Liu, Feiteng Zhang

Proceedings of the Algorithmic Aspects in Information and Management, 2021

2020

DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis.

Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Zhihong Tian, Jun Luo

ACM Trans. Intell. Syst. Technol., 2020

Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists.

Jie Xia, Zhenyi Wang, Yi Huan, Wenjie Xue, Xing Wang, Yuxi Wang, Zhenming Liu, Jui-Hua Hsieh, Liangren Zhang, Song Wu, Zhufang Shen, Hongmin Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2020

TF3P: Three-Dimensional Force Fields Fingerprint Learned by Deep Capsular Network.

Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liang Ren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2020

DeepScaffold: A Comprehensive Tool for Scaffold-Based De Novo Drug Discovery Using Deep Learning.

Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2020

On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search.

Adam Hare, Yu Chen, Yinan Liu, Zhenming Liu, Christopher G. Brinton

CoRR, 2020

Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters.

Qiong Wu, Sunil Manandhar, Zhenming Liu

CoRR, 2020

RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report).

Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin

CoRR, 2020

RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers.

Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Adaptive Reduced Rank Regression.

Qiong Wu, Felix Ming Fai Wong, Yanhua Li, Zhenming Liu, Varun Kanade

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On Efficient Constructions of Checkpoints.

Yu Chen, Zhenming Liu, Bin Ren, Xin Jin

Proceedings of the 37th International Conference on Machine Learning, 2020

Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers.

Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

An Enhanced LRMC Method for Drug Repositioning via GCN-based HIN Embedding.

Haowen Sun, Xiaoqing Lyu, Bei Wang, Yifan Wang, Zhi Tang, Zhenming Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

A Deep Learning Framework for Pricing Financial Instruments.

Qiong Wu, Zheng Zhang, Andrea Pizzoferrato, Mihai Cucuringu, Zhenming Liu

CoRR, 2019

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle.

Guojun Wu, Yanhua Li, Zhenming Liu, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo

CoRR, 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

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Speaking with Actions - Learning Customer Journey Behavior.

Qiong Wu, Wen-Ling Hsu, Tan Xu, Zhenming Liu, George Ma, Guy Jacobson, Shuai Zhao

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

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

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Molecular Graph Generation with Deep Reinforced Multitask Network and Adversarial Imitation Learning.

Chenrui Zhang, Xiaoqing Lyu, Yifeng Huang, Zhi Tang, Zhenming Liu

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Near-Neighbor Methods in Random Preference Completion.

Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multi-objective de novo drug design with conditional graph generative model.

Yibo Li, Liangren Zhang, Zhenming Liu

J. Cheminformatics, 2018

Towards Non-Parametric Learning to Rank.

Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia

CoRR, 2018

DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics.

Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

A Social Network Model Based on the Community Evolutions.

Zhenming Liu, Yueting Chai, Yi Liu, Zequn Li

Proceedings of the 15th IEEE International Conference on e-Business Engineering, 2018

2017

Delivering Deep Learning to Mobile Devices via Offloading.

Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen

Proceedings of the Workshop on Virtual Reality and Augmented Reality Network, 2017

From which world is your graph.

Cheng Li, Felix Ming Fai Wong, Zhenming Liu, Varun Kanade

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

On the Efficiency of Social Recommender Networks.

Felix Ming Fai Wong, Zhenming Liu, Mung Chiang

IEEE/ACM Trans. Netw., 2016

2015

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

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

2014

Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model.

Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix Ming Fai Wong

IEEE Trans. Learn. Technol., 2014

An Unbiased Method To Build Benchmarking Sets for Ligand-Based Virtual Screening and its Application To GPCRs.

Jie Xia, Hongwei Jin, Zhenming Liu, Liang Ren Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2014

From Black-Scholes to Online Learning: Dynamic Hedging under Adversarial Environments.

Henry Lam, Zhenming Liu

CoRR, 2014

Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization.

Felix Ming Fai Wong, Zhenming Liu, Mung Chiang

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Statistically-secure ORAM with Õ(log² n) Overhead.

Kai-Min Chung, Zhenming Liu, Rafael Pass

Proceedings of the Advances in Cryptology - ASIACRYPT 2014, 2014

2013

Mind Your Own Bandwidth: An Edge Solution to Peak-hour Broadband Congestion.

Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang

CoRR, 2013

Statistically-secure ORAM with $\tilde{O}(\log^2 n)$ Overhead.

Kai-Min Chung, Zhenming Liu, Rafael Pass

CoRR, 2013

The Diffusion of Networking Technologies.

Sharon Goldberg, Zhenming Liu

Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013

Optimizing the "one big switch" abstraction in software-defined networks.

Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

Why Steiner-tree type algorithms work for community detection.

Mung Chiang, Henry Lam, Zhenming Liu, H. Vincent Poor

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

Technology Diffusion in Communication Networks

Sharon Goldberg, Zhenming Liu

CoRR, 2012

Chernoff-Hoeffding Bounds for Markov Chains: Generalized and Simplified.

Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher

Proceedings of the 29th International Symposium on Theoretical Aspects of Computer Science, 2012

Information dissemination via random walks in <i>d</i>-dimensional space.

Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang

Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

Continuous distributed counting for non-monotonic streams.

Zhenming Liu, Bozidar Radunovic, Milan Vojnovic

Proceedings of the 31st ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2012

Distributed Non-Stochastic Experts.

Varun Kanade, Zhenming Liu, Bozidar Radunovic

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Correction to Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.

Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai

J. Chem. Inf. Model., 2011

Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.

Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai

J. Chem. Inf. Model., 2011

Information Dissemination via Random Walks in d-Dimensional Space

Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang

CoRR, 2011

Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate.

Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincón, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Community Detection in Social Networks through Community Formation Games.

Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang

Proceedings of the IJCAI 2011, 2011

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

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010

Codes for deletion and insertion channels with segmented errors.

Zhenming Liu, Michael Mitzenmacher

IEEE Trans. Inf. Theory, 2010

Designing floating codes for expected performance.

Flavio Chierichetti, Hilary K. Finucane, Zhenming Liu, Michael Mitzenmacher

IEEE Trans. Inf. Theory, 2010

A game-theoretic framework to identify overlapping communities in social networks.

Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang

Data Min. Knowl. Discov., 2010

AMS Without 4-Wise Independence on Product Domains.

Vladimir Braverman, Kai-Min Chung, Zhenming Liu, Michael Mitzenmacher, Rafail Ostrovsky

Proceedings of the 27th International Symposium on Theoretical Aspects of Computer Science, 2010

Intention-Disguised Algorithmic Trading.

William Yuen, Paul F. Syverson, Zhenming Liu, Christopher Thorpe

Proceedings of the Financial Cryptography and Data Security, 14th International Conference, 2010

2009

Multiple-Docking and Affinity Fingerprint Methods for Protein Classification and Inhibitors Selection.

Bo Li, Zhenming Liu, Liang Ren Zhang, Li He Zhang

J. Chem. Inf. Model., 2009

2008

Designing floating codes for expected performance.

Hilary K. Finucane, Zhenming Liu, Michael Mitzenmacher

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2005

Improving the Quality of 3D-QSAR by Using Flexible-Ligand Receptor Models.

Jianfeng Pei, Hao Chen, Zhenming Liu, Xiaofeng Han, Qi Wang, Bin Shen, Jiaju Zhou, Luhua Lai

J. Chem. Inf. Model., 2005

Virtual Screening of Novel Noncovalent Inhibitors for SARS-CoV 3C-like Proteinase.

Zhenming Liu, Changkang Huang, Keqiang Fan, Ping Wei, Hao Chen, Shiyong Liu, Jianfeng Pei, Lei Shi, Bo Li, Kun Yang, Ying Liu, Luhua Lai

J. Chem. Inf. Model., 2005

The Structure of Optimal Prefix-Free Codes in Restricted Languages: The Uniform Probability Case.

Mordecai J. Golin, Zhenming Liu

Proceedings of the Algorithms and Data Structures, 9th International Workshop, 2005