Zhenming Liu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 64

Top Venues

Publications

Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu
Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation. CoRR (2024)
Yuheng Ding, Bo Qiang, Qixuan Chen, Yiqiao Liu, Liangren Zhang, Zhenming Liu
Exploring Chemical Reaction Space with Machine Learning Models: Representation and Feature Perspective. J. Chem. Inf. Model. 64 (8) (2024)
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
On Item-Sampling Evaluation for Recommender System. Trans. Recomm. Syst. 2 (1) (2024)
Sheng Qi, Chao Jin, Mosharaf Chowdhury, Zhenming Liu, Xuanzhe Liu, Xin Jin
Pyxis: Scheduling Mixed Tasks in Disaggregated Datacenters. IEEE Trans. Parallel Distributed Syst. 35 (9) (2024)
A. Jaafar, Zhenming Liu, X. Jiang, D. Struk, Peter J. Hesketh, Farrokh Ayazi, A. Ojha, C. Hogan
Sensitive Membrane Resonator Sensor for Sub-Micron Diameter Particle Counting. ISOEN (2024)
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Liangren Zhang, Zhenming Liu
Uni-RXN: An Unified Framework that Bridge the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation. CoRR (2023)
Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang
Distributional Cloning for Stabilized Imitation Learning via ADMM. ICDM (2023)
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu
Bridging the gap between chemical reaction pretraining and conditional molecule generation with a unified model. Nat. Mac. Intell. 5 (12) (2023)
Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models. AAAI (2023)
Farrokh Ayazi, Haoran Wen, Gregory V. Junek, Zhenming Liu, Chris Heaton
Fully Integrated High-Frequency MEMS and CMOS Inertial Measurement Systems: Taking a Journey from Silicon to Silicon Carbide. PLANS (2023)
Yu Chen, Lucca Skon, James R. McCombs, Zhenming Liu, Andreas Stathopoulos
Parallel Software for Million-scale Exact Kernel Regression. ICS (2023)
Feiteng Zhang, Bin Liu, Zhenming Liu, Qizhi Fang
Order based algorithms for the core maintenance problem on edge-weighted graphs. Theor. Comput. Sci. 941 (2023)
Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu
Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution. WACV (2023)
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
Towards Reliable Item Sampling for Recommendation Evaluation. AAAI (2023)
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
Towards Reliable Item Sampling for Recommendation Evaluation. CoRR (2022)
Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models. CoRR (2022)
Junjie Wang, Jiexiong Guan, Y. Alicia Hong, Hong Xue, Shuangquan Wang, Zhenming Liu, Bin Ren, Gang Zhou
Towards Socially Acceptable Food Type Recognition. MSN (2022)
Bin Liu, Zhenming Liu, Feiteng Zhang
An Order Approach for the Core Maintenance Problem on Edge-Weighted Graphs. AAIM (2021)
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
Toward efficient interactions between Python and native libraries. ESEC/SIGSOFT FSE (2021)
Qiong Wu, Christopher G. Brinton, Zheng Zhang, Andrea Pizzoferrato, Zhenming Liu, Mihai Cucuringu
Equity2Vec: end-to-end deep learning framework for cross-sectional asset pricing. ICAIF (2021)
Woosub Jung, Amanda Watson, Scott Kuehn, Erik Korem, Kenneth Koltermann, Minglong Sun, Shuangquan Wang, Zhenming Liu, Gang Zhou
LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Qiong Wu, Adam Hare, Sirui Wang, Yuwei Tu, Zhenming Liu, Christopher G. Brinton, Yanhua Li
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Ningfeng Liu, Junyong Lai, Chuanyu Lyu, Bo Qiang, Heyu Wang, Hongwei Jin, Liangren Zhang, Zhenming Liu
Chemical Space, Scaffolds, and Halogenated Compounds of CMNPD: A Comprehensive Chemoinformatic Analysis. J. Chem. Inf. Model. 61 (7) (2021)
Junyong Lai, Xiangbin Li, Yanxing Wang, Shiqiu Yin, Jielong Zhou, Zhenming Liu
AIScaffold: A Web-Based Tool for Scaffold Diversification Using Deep Learning. J. Chem. Inf. Model. 61 (1) (2021)
Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo
-GAN: Complex-Condition-Controlled Urban Traffic Estimation through Generative Adversarial Networks. ICDM (2021)
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
Toward Efficient Interactions between Python and Native Libraries. CoRR (2021)
Xiangke Zhang, Zhenming Liu, Yajing Wang, Zhenhai Dou, Guoliang Zhai, Qinqin Wei
Residual Current Detection Method Based on Variational Modal Decomposition and Dynamic Fuzzy Neural Network. IEEE Access 9 (2021)
Qiong Wu, Zhenming Liu
Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters. MSN (2021)
Chuanyu Lyu, Tong Chen, Bo Qiang, Ningfeng Liu, Heyu Wang, Liangren Zhang, Zhenming Liu
CMNPD: a comprehensive marine natural products database towards facilitating drug discovery from the ocean. Nucleic Acids Res. 49 (Database-Issue) (2021)
Qiong Wu, Sunil Manandhar, Zhenming Liu
Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters. CoRR (2020)
Adam Hare, Yu Chen, Yinan Liu, Zhenming Liu, Christopher G. Brinton
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search. CoRR (2020)
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
Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists. J. Chem. Inf. Model. 60 (3) (2020)
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Zhihong Tian, Jun Luo
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis. ACM Trans. Intell. Syst. Technol. 11 (1) (2020)
Qiong Wu, Felix Ming Fai Wong, Yanhua Li, Zhenming Liu, Varun Kanade
Adaptive Reduced Rank Regression. NeurIPS (2020)
Sirui Wang, Yuwei Tu, Qiong Wu, Adam Hare, Zhenming Liu, Christopher G. Brinton, Yanhua Li
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation. CoRR (2020)
Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liang Ren Zhang, Zhenming Liu
TF3P: Three-Dimensional Force Fields Fingerprint Learned by Deep Capsular Network. J. Chem. Inf. Model. 60 (6) (2020)
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
On Efficient Constructions of Checkpoints. ICML (2020)
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers. SIGSPATIAL/GIS (2020)
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
DeepScaffold: A Comprehensive Tool for Scaffold-Based De Novo Drug Discovery Using Deep Learning. J. Chem. Inf. Model. 60 (1) (2020)
Haowen Sun, Xiaoqing Lyu, Bei Wang, Yifan Wang, Zhi Tang, Zhenming Liu
An Enhanced LRMC Method for Drug Repositioning via GCN-based HIN Embedding. BIBM (2020)
Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers. OSDI (2020)
Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report). CoRR (2020)
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
On Efficient Constructions of Checkpoints. CoRR (2020)
Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo
Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach. SDM (2019)
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. USENIX Annual Technical Conference (2019)
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. CoRR (2019)
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
DeepScaffold: a comprehensive tool for scaffold-based de novo drug discovery using deep learning. CoRR (2019)
Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia
Near-Neighbor Methods in Random Preference Completion. AAAI (2019)
Qiong Wu, Felix Ming Fai Wong, Zhenming Liu, Yanhua Li, Varun Kanade
Adaptive Reduced Rank Regression. CoRR (2019)
Qiong Wu, Zheng Zhang, Andrea Pizzoferrato, Mihai Cucuringu, Zhenming Liu
A Deep Learning Framework for Pricing Financial Instruments. CoRR (2019)
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. FAST (2019)
Qiong Wu, Wen-Ling Hsu, Tan Xu, Zhenming Liu, George Ma, Guy Jacobson, Shuai Zhao
Speaking with Actions - Learning Customer Journey Behavior. ICSC (2019)
Guojun Wu, Yanhua Li, Zhenming Liu, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo
Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. CoRR (2019)
Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liangren Zhang, Zhenming Liu
TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network. CoRR (2019)
Chenrui Zhang, Xiaoqing Lyu, Yifeng Huang, Zhi Tang, Zhenming Liu
Molecular Graph Generation with Deep Reinforced Multitask Network and Adversarial Imitation Learning. BIBM (2019)
Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia
Towards Non-Parametric Learning to Rank. CoRR (2018)
Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen
DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics. INFOCOM (2018)
Zhenming Liu, Yueting Chai, Yi Liu, Zequn Li
A Social Network Model Based on the Community Evolutions. ICEBE (2018)
Yibo Li, Liangren Zhang, Zhenming Liu
Multi-objective de novo drug design with conditional graph generative model. J. Cheminformatics 10 (1) (2018)
Yibo Li, Liang Ren Zhang, Zhenming Liu
Multi-Objective De Novo Drug Design with Conditional Graph Generative Model. CoRR (2018)
Cheng Li, Felix Ming Fai Wong, Zhenming Liu, Varun Kanade
From which world is your graph. NIPS (2017)
Cheng Li, Felix Ming Fai Wong, Zhenming Liu, Varun Kanade
From which world is your graph? CoRR (2017)
Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen
Delivering Deep Learning to Mobile Devices via Offloading. VR/AR Network@SIGCOMM (2017)
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
On the Efficiency of Social Recommender Networks. IEEE/ACM Trans. Netw. 24 (4) (2016)
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
On the efficiency of social recommender networks. INFOCOM (2015)
Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang
Improving user QoE for residential broadband: Adaptive traffic management at the network edge. IWQoS (2015)
Henry Lam, Zhenming Liu
From Black-Scholes to Online Learning: Dynamic Hedging under Adversarial Environments. CoRR (2014)
Jie Xia, Hongwei Jin, Zhenming Liu, Liang Ren Zhang, Xiang Simon Wang
An Unbiased Method To Build Benchmarking Sets for Ligand-Based Virtual Screening and its Application To GPCRs. J. Chem. Inf. Model. 54 (5) (2014)
Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix Ming Fai Wong
Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model. IEEE Trans. Learn. Technol. 7 (4) (2014)
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization. ICDM (2014)
Kai-Min Chung, Zhenming Liu, Rafael Pass
n) Overhead. ASIACRYPT (2) (2014)
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization. CoRR (2014)
Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix Ming Fai Wong
Learning about social learning in MOOCs: From statistical analysis to generative model. CoRR (2013)
Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker
Optimizing the "one big switch" abstraction in software-defined networks. CoNEXT (2013)
Mung Chiang, Henry Lam, Zhenming Liu, H. Vincent Poor
Why Steiner-tree type algorithms work for community detection. AISTATS (2013)
Kai-Min Chung, Zhenming Liu, Rafael Pass
Statistically-secure ORAM with $\tilde{O}(\log^2 n)$ Overhead. CoRR (2013)
Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang
Mind Your Own Bandwidth: An Edge Solution to Peak-hour Broadband Congestion. CoRR (2013)
Sharon Goldberg, Zhenming Liu
The Diffusion of Networking Technologies. SODA (2013)
Sharon Goldberg, Zhenming Liu
Technology Diffusion in Communication Networks CoRR (2012)
Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang
-dimensional space. SODA (2012)
Varun Kanade, Zhenming Liu, Bozidar Radunovic
Distributed Non-Stochastic Experts CoRR (2012)
Zhenming Liu, Bozidar Radunovic, Milan Vojnovic
Continuous distributed counting for non-monotonic streams. PODS (2012)
Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher
Chernoff-Hoeffding Bounds for Markov Chains: Generalized and Simplified. STACS (2012)
Varun Kanade, Zhenming Liu, Bozidar Radunovic
Distributed Non-Stochastic Experts. NIPS (2012)
Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang
Information Dissemination via Random Walks in d-Dimensional Space CoRR (2011)
Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincón, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan
Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate. SDM (2011)
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
Community Detection in Social Networks through Community Formation Games. IJCAI (2011)
Tao Sun, Wei Chen, Zhenming Liu, Yajun Wang, Xiaorui Sun, Ming Zhang, Chin-Yew Lin
Participation Maximization Based on Social Influence in Online Discussion Forums. ICWSM (2011)
Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai
Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy. J. Chem. Inf. Model. 51 (2) (2011)
Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai
Correction to Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy. J. Chem. Inf. Model. 51 (7) (2011)
Vladimir Braverman, Kai-Min Chung, Zhenming Liu, Michael Mitzenmacher, Rafail Ostrovsky
AMS Without 4-Wise Independence on Product Domains. STACS (2010)
Flavio Chierichetti, Hilary Finucane, Zhenming Liu, Michael Mitzenmacher
Designing floating codes for expected performance. IEEE Trans. Inf. Theory 56 (3) (2010)
William Yuen, Paul F. Syverson, Zhenming Liu, Christopher Thorpe
Intention-Disguised Algorithmic Trading. Financial Cryptography (2010)
Zhenming Liu, Michael Mitzenmacher
Codes for deletion and insertion channels with segmented errors. IEEE Trans. Inf. Theory 56 (1) (2010)
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
A game-theoretic framework to identify overlapping communities in social networks. Data Min. Knowl. Discov. 21 (2) (2010)
Bo Li, Zhenming Liu, Liang Ren Zhang, Li He Zhang
Multiple-Docking and Affinity Fingerprint Methods for Protein Classification and Inhibitors Selection. J. Chem. Inf. Model. 49 (7) (2009)
Hilary K. Finucane, Zhenming Liu, Michael Mitzenmacher
Designing floating codes for expected performance. Allerton (2008)
Zhenming Liu, Michael Mitzenmacher
Codes for Deletion and Insertion Channels with Segmented Errors. ISIT (2007)
Mordecai J. Golin, Zhenming Liu
The Structure of Optimal Prefix-Free Codes in Restricted Languages: The Uniform Probability Case. WADS (2005)
Jianfeng Pei, Hao Chen, Zhenming Liu, Xiaofeng Han, Qi Wang, Bin Shen, Jiaju Zhou, Luhua Lai
Improving the Quality of 3D-QSAR by Using Flexible-Ligand Receptor Models. J. Chem. Inf. Model. 45 (6) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhenming Liu