Zhenming Liu

106 papers A* 15A 10B 3C 1Journal 58Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Algorithms for the Truss Maintenance Problem on Edge-Weighted Graphs.
Int. J. Found. Comput. Sci.
Bin Liu, Zhenming Liu, Feiteng Zhang
2025 — conf
Exploration of Psychometric Applications and Personality Characteristics Fine-Tuning Methods of In-Vehicle Large Language Models in Intelligent Cockpits.
HCI (32)
Qianli Lin, Zhipeng Hu, Zhenming Liu, Jun Ma
2025 J jnl
Towards Recognizing Food Types for Unseen Subjects.
ACM Trans. Comput. Heal.
Jiexiong Guan, Junjie Wang, Wei Niu, Zhen Peng, Shuangquan Wang, Zhenming Liu, Gang Zhou, Bin Ren
2024 J jnl
Development and Evaluation Study of Intelligent Cockpit in the Age of Large Models.
CoRR
Jun Ma, Meng Wang, Jinhui Pang, Haofen Wang, Xuejing Feng, Zhipeng Hu, Zhenyu Yang, Mingyang Guo, Zhenming Liu, Junwei Wang, Siyi Lu, Zhiming Gou
2024 J jnl
Exploring Chemical Reaction Space with Machine Learning Models: Representation and Feature Perspective.
J. Chem. Inf. Model.
Yuheng Ding, Bo Qiang, Qixuan Chen, Yiqiao Liu, Liangren Zhang, Zhenming Liu
2024 J jnl
Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation.
CoRR
Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu
2024 J jnl
MEMS Gyroscope Multi-Feature Calibration Using Machine Learning Technique.
CoRR
Yaoyao Long, Zhenming Liu, Cong Hao, Farrokh Ayazi
2024 J jnl
On Item-Sampling Evaluation for Recommender System.
Trans. Recomm. Syst.
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
2024 J jnl
Pyxis: Scheduling Mixed Tasks in Disaggregated Datacenters.
IEEE Trans. Parallel Distributed Syst.
Sheng Qi, Chao Jin, Mosharaf Chowdhury, Zhenming Liu, Xuanzhe Liu, Xin Jin
2024 — conf
Sensitive Membrane Resonator Sensor for Sub-Micron Diameter Particle Counting.
ISOEN
A. Jaafar, Zhenming Liu, X. Jiang, D. Struk, Peter J. Hesketh, Farrokh Ayazi, Abhilash Ojha, Christopher J. Hogan
2023 J jnl
Bridging the gap between chemical reaction pretraining and conditional molecule generation with a unified model.
Nat. Mac. Intell.
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu
2023 A* conf
Distributional Cloning for Stabilized Imitation Learning via ADMM.
ICDM
Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang
2023 — conf
Fully Integrated High-Frequency MEMS and CMOS Inertial Measurement Systems: Taking a Journey from Silicon to Silicon Carbide.
PLANS
Farrokh Ayazi, Haoran Wen, Gregory Villiam Junek, Zhenming Liu, Chris Heaton
2023 A conf
Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution.
WACV
Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu
2023 J jnl
Order based algorithms for the core maintenance problem on edge-weighted graphs.
Theor. Comput. Sci.
Feiteng Zhang, Bin Liu, Zhenming Liu, Qizhi Fang
2023 A conf
Parallel Software for Million-scale Exact Kernel Regression.
ICS
Yu Chen, Lucca Skon, James R. McCombs, Zhenming Liu, Andreas Stathopoulos
2023 A* conf
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models.
AAAI
Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu
2023 A* conf
Towards Reliable Item Sampling for Recommendation Evaluation.
AAAI
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
2023 J jnl
Uni-RXN: A Unified Framework Bridging the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation.
CoRR
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu
2022 J jnl
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models.
CoRR
Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu
2022 J jnl
Towards Reliable Item Sampling for Recommendation Evaluation.
CoRR
Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu
2022 — conf
Towards Socially Acceptable Food Type Recognition.
MSN
Junjie Wang, Jiexiong Guan, Y. Alicia Hong, Hong Xue, Shuangquan Wang, Zhenming Liu, Bin Ren, Gang Zhou
2021 J jnl
AIScaffold: A Web-Based Tool for Scaffold Diversification Using Deep Learning.
J. Chem. Inf. Model.
Junyong Lai, Xiangbin Li, Yanxing Wang, Shiqiu Yin, Jielong Zhou, Zhenming Liu
2021 C conf
An Order Approach for the Core Maintenance Problem on Edge-Weighted Graphs.
AAIM
Bin Liu, Zhenming Liu, Feiteng Zhang
2021 J jnl
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation.
ACM Trans. Intell. Syst. Technol.
Qiong Wu, Adam Hare, Sirui Wang, Yuwei Tu, Zhenming Liu, Christopher G. Brinton, Yanhua Li
2021 A* conf
C
ICDM
Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo
2021 J jnl
CMNPD: a comprehensive marine natural products database towards facilitating drug discovery from the ocean.
Nucleic Acids Res.
Chuanyu Lyu, Tong Chen, Bo Qiang, Ningfeng Liu, Heyu Wang, Liangren Zhang, Zhenming Liu
2021 J jnl
Chemical Space, Scaffolds, and Halogenated Compounds of CMNPD: A Comprehensive Chemoinformatic Analysis.
J. Chem. Inf. Model.
Ningfeng Liu, Junyong Lai, Chuanyu Lyu, Bo Qiang, Heyu Wang, Hongwei Jin, Liangren Zhang, Zhenming Liu
2021 — conf
Equity2Vec: end-to-end deep learning framework for cross-sectional asset pricing.
ICAIF
Qiong Wu, Christopher G. Brinton, Zheng Zhang, Andrea Pizzoferrato, Zhenming Liu, Mihai Cucuringu
2021 J jnl
LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Woosub Jung, Amanda Watson, Scott Kuehn, Erik Korem, Kenneth Koltermann, Minglong Sun, Shuangquan Wang, Zhenming Liu, Gang Zhou
2021 J jnl
Residual Current Detection Method Based on Variational Modal Decomposition and Dynamic Fuzzy Neural Network.
IEEE Access
Xiangke Zhang, Zhenming Liu, Yajing Wang, Zhenhai Dou, Guoliang Zhai, Qinqin Wei
2021 — conf
Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters.
MSN
Qiong Wu, Zhenming Liu
2021 J jnl
Toward Efficient Interactions between Python and Native Libraries.
CoRR
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
2021 — conf
Toward efficient interactions between Python and native libraries.
ESEC/SIGSOFT FSE
Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu
2020 A* conf
Adaptive Reduced Rank Regression.
NeurIPS
Qiong Wu, Felix Ming Fai Wong, Yanhua Li, Zhenming Liu, Varun Kanade
2020 — conf
An Enhanced LRMC Method for Drug Repositioning via GCN-based HIN Embedding.
BIBM
Haowen Sun, Xiaoqing Lyu, Bei Wang, Yifan Wang, Zhi Tang, Zhenming Liu
2020 J jnl
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation.
CoRR
Sirui Wang, Yuwei Tu, Qiong Wu, Adam Hare, Zhenming Liu, Christopher G. Brinton, Yanhua Li
2020 J jnl
DHPA: Dynamic Human Preference Analytics Framework: A Case Study on Taxi Drivers' Learning Curve Analysis.
ACM Trans. Intell. Syst. Technol.
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Zhihong Tian, Jun Luo
2020 J jnl
DeepScaffold: A Comprehensive Tool for Scaffold-Based De Novo Drug Discovery Using Deep Learning.
J. Chem. Inf. Model.
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
2020 — conf
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers.
SIGSPATIAL/GIS
Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo
2020 A* conf
On Efficient Constructions of Checkpoints.
ICML
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
2020 J jnl
On Efficient Constructions of Checkpoints.
CoRR
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
2020 J jnl
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search.
CoRR
Adam Hare, Yu Chen, Yinan Liu, Zhenming Liu, Christopher G. Brinton
2020 J jnl
Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists.
J. Chem. Inf. Model.
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
2020 J jnl
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report).
CoRR
Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
2020 A* conf
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers.
OSDI
Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
2020 J jnl
Rosella: A Self-Driving Distributed Scheduler for Heterogeneous Clusters.
CoRR
Qiong Wu, Sunil Manandhar, Zhenming Liu
2020 J jnl
TF3P: Three-Dimensional Force Fields Fingerprint Learned by Deep Capsular Network.
J. Chem. Inf. Model.
Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liang Ren Zhang, Zhenming Liu
2019 J jnl
A Deep Learning Framework for Pricing Financial Instruments.
CoRR
Qiong Wu, Zheng Zhang, Andrea Pizzoferrato, Mihai Cucuringu, Zhenming Liu
2019 J jnl
Adaptive Reduced Rank Regression.
CoRR
Qiong Wu, Felix Ming Fai Wong, Zhenming Liu, Yanhua Li, Varun Kanade
2019 J jnl
DeepScaffold: a comprehensive tool for scaffold-based de novo drug discovery using deep learning.
CoRR
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
2019 A conf
Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach.
SDM
Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo
2019 A conf
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching.
FAST
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
2019 — conf
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching.
USENIX ATC
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
2019 J jnl
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching.
CoRR
Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica
2019 — conf
Molecular Graph Generation with Deep Reinforced Multitask Network and Adversarial Imitation Learning.
BIBM
Chenrui Zhang, Xiaoqing Lyu, Yifeng Huang, Zhi Tang, Zhenming Liu
2019 A* conf
Near-Neighbor Methods in Random Preference Completion.
AAAI
Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia
2019 J jnl
Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle.
CoRR
Guojun Wu, Yanhua Li, Zhenming Liu, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo
2019 — conf
Speaking with Actions - Learning Customer Journey Behavior.
ICSC
Qiong Wu, Wen-Ling Hsu, Tan Xu, Zhenming Liu, George Ma, Guy Jacobson, Shuai Zhao
2019 J jnl
TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network.
CoRR
Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liangren Zhang, Zhenming Liu
2018 — conf
A Social Network Model Based on the Community Evolutions.
ICEBE
Zhenming Liu, Yueting Chai, Yi Liu, Zequn Li
2018 A* conf
DeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics.
INFOCOM
Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen
2018 J jnl
Multi-Objective De Novo Drug Design with Conditional Graph Generative Model.
CoRR
Yibo Li, Liang Ren Zhang, Zhenming Liu
2018 J jnl
Multi-objective de novo drug design with conditional graph generative model.
J. Cheminformatics
Yibo Li, Liangren Zhang, Zhenming Liu
2018 J jnl
Towards Non-Parametric Learning to Rank.
CoRR
Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia
2017 — conf
Delivering Deep Learning to Mobile Devices via Offloading.
VR/AR Network@SIGCOMM
Xukan Ran, Haoliang Chen, Zhenming Liu, Jiasi Chen
2017 — conf
From which world is your graph.
NIPS
Cheng Li, Felix Ming Fai Wong, Zhenming Liu, Varun Kanade
2017 J jnl
From which world is your graph?
CoRR
Cheng Li, Felix Ming Fai Wong, Zhenming Liu, Varun Kanade
2016 J jnl
On the Efficiency of Social Recommender Networks.
IEEE/ACM Trans. Netw.
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
2015 B conf
Improving user QoE for residential broadband: Adaptive traffic management at the network edge.
IWQoS
Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang
2015 A* conf
On the efficiency of social recommender networks.
INFOCOM
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
2014 J jnl
An Unbiased Method To Build Benchmarking Sets for Ligand-Based Virtual Screening and its Application To GPCRs.
J. Chem. Inf. Model.
Jie Xia, Hongwei Jin, Zhenming Liu, Liang Ren Zhang, Xiang Simon Wang
2014 J jnl
From Black-Scholes to Online Learning: Dynamic Hedging under Adversarial Environments.
CoRR
Henry Lam, Zhenming Liu
2014 J jnl
Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model.
IEEE Trans. Learn. Technol.
Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix Ming Fai Wong
2014 — conf
Statistically-secure ORAM with Õ(log
ASIACRYPT (2)
Kai-Min Chung, Zhenming Liu, Rafael Pass
2014 A* conf
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization.
ICDM
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
2014 J jnl
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization.
CoRR
Felix Ming Fai Wong, Zhenming Liu, Mung Chiang
2013 J jnl
Learning about social learning in MOOCs: From statistical analysis to generative model.
CoRR
Christopher G. Brinton, Mung Chiang, Shaili Jain, Henry Lam, Zhenming Liu, Felix Ming Fai Wong
2013 J jnl
Mind Your Own Bandwidth: An Edge Solution to Peak-hour Broadband Congestion.
CoRR
Felix Ming Fai Wong, Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Mung Chiang
2013 A conf
Optimizing the "one big switch" abstraction in software-defined networks.
CoNEXT
Nanxi Kang, Zhenming Liu, Jennifer Rexford, David Walker
2013 J jnl
Statistically-secure ORAM with $\tilde{O}(\log^2 n)$ Overhead.
CoRR
Kai-Min Chung, Zhenming Liu, Rafael Pass
2013 A* conf
The Diffusion of Networking Technologies.
SODA
Sharon Goldberg, Zhenming Liu
2013 A conf
Why Steiner-tree type algorithms work for community detection.
AISTATS
Mung Chiang, Henry Lam, Zhenming Liu, H. Vincent Poor
2012 A conf
Chernoff-Hoeffding Bounds for Markov Chains: Generalized and Simplified.
STACS
Kai-Min Chung, Henry Lam, Zhenming Liu, Michael Mitzenmacher
2012 A* conf
Continuous distributed counting for non-monotonic streams.
PODS
Zhenming Liu, Bozidar Radunovic, Milan Vojnovic
2012 J jnl
Distributed Non-Stochastic Experts
CoRR
Varun Kanade, Zhenming Liu, Bozidar Radunovic
2012 — conf
Distributed Non-Stochastic Experts.
NIPS
Varun Kanade, Zhenming Liu, Bozidar Radunovic
2012 A* conf
Information dissemination via random walks in
SODA
Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang
2012 J jnl
Technology Diffusion in Communication Networks
CoRR
Sharon Goldberg, Zhenming Liu
2011 A* conf
Community Detection in Social Networks through Community Formation Games.
IJCAI
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
2011 J jnl
Correction to Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.
J. Chem. Inf. Model.
Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai
2011 J jnl
Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.
J. Chem. Inf. Model.
Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai
2011 A conf
Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate.
SDM
Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincón, Xiaorui Sun, Yajun Wang, Wei Wei, Yifei Yuan
2011 J jnl
Information Dissemination via Random Walks in d-Dimensional Space
CoRR
Henry Lam, Zhenming Liu, Michael Mitzenmacher, Xiaorui Sun, Yajun Wang
2011 A conf
Participation Maximization Based on Social Influence in Online Discussion Forums.
ICWSM
Tao Sun, Wei Chen, Zhenming Liu, Yajun Wang, Xiaorui Sun, Ming Zhang, Chin-Yew Lin
2010 J jnl
A game-theoretic framework to identify overlapping communities in social networks.
Data Min. Knowl. Discov.
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
2010 A conf
AMS Without 4-Wise Independence on Product Domains.
STACS
Vladimir Braverman, Kai-Min Chung, Zhenming Liu, Michael Mitzenmacher, Rafail Ostrovsky
2010 J jnl
Codes for deletion and insertion channels with segmented errors.
IEEE Trans. Inf. Theory
Zhenming Liu, Michael Mitzenmacher
2010 J jnl
Designing floating codes for expected performance.
IEEE Trans. Inf. Theory
Flavio Chierichetti, Hilary K. Finucane, Zhenming Liu, Michael Mitzenmacher
2010 — conf
Intention-Disguised Algorithmic Trading.
Financial Cryptography
William Yuen, Paul F. Syverson, Zhenming Liu, Christopher Thorpe
2009 J jnl
Multiple-Docking and Affinity Fingerprint Methods for Protein Classification and Inhibitors Selection.
J. Chem. Inf. Model.
Bo Li, Zhenming Liu, Liang Ren Zhang, Li He Zhang
2008 — conf
Designing floating codes for expected performance.
Allerton
Hilary K. Finucane, Zhenming Liu, Michael Mitzenmacher
2007 B conf
Codes for Deletion and Insertion Channels with Segmented Errors.
ISIT
Zhenming Liu, Michael Mitzenmacher
2005 J jnl
Improving the Quality of 3D-QSAR by Using Flexible-Ligand Receptor Models.
J. Chem. Inf. Model.
Jianfeng Pei, Hao Chen, Zhenming Liu, Xiaofeng Han, Qi Wang, Bin Shen, Jiaju Zhou, Luhua Lai
2005 B conf
The Structure of Optimal Prefix-Free Codes in Restricted Languages: The Uniform Probability Case.
WADS
Mordecai J. Golin, Zhenming Liu
2005 J jnl
Virtual Screening of Novel Noncovalent Inhibitors for SARS-CoV 3C-like Proteinase.
J. Chem. Inf. Model.
Zhenming Liu, Changkang Huang, Keqiang Fan, Ping Wei, Hao Chen, Shiyong Liu, Jianfeng Pei, Lei Shi, Bo Li, Kun Yang, Ying Liu, Luhua Lai