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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

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

[BibT_eX]

[DOI]

Qiong Wu

Christopher G. Brinton

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

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

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2020

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

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2020

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

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2020

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

[BibT_eX]

[DOI]

Christopher G. Brinton

CoRR, 2020

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

[BibT_eX]

[DOI]

Qiong Wu

Sunil Manandhar

Zhenming Liu

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

Adaptive Reduced Rank Regression.

[BibT_eX]

[DOI]

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

On Efficient Constructions of Checkpoints.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2019

A Deep Learning Framework for Pricing Financial Instruments.

[BibT_eX]

[DOI]

CoRR, 2019

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle.

[BibT_eX]

[DOI]

CoRR, 2019

Speaking with Actions - Learning Customer Journey Behavior.

[BibT_eX]

[DOI]

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

Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach.

[BibT_eX]

[DOI]

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

DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Conference on File and Storage Technologies, 2019

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

[BibT_eX]

[DOI]

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

Near-Neighbor Methods in Random Preference Completion.

[BibT_eX]

[DOI]

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

2018

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

[BibT_eX]

[DOI]

Yibo Li

Liangren Zhang

Zhenming Liu

J. Cheminformatics, 2018

Towards Non-Parametric Learning to Rank.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

A Social Network Model Based on the Community Evolutions.

[BibT_eX]

[DOI]

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

2017

Delivering Deep Learning to Mobile Devices via Offloading.

[BibT_eX]

[DOI]

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

From which world is your graph.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Christopher G. Brinton

IEEE Trans. Learn. Technol., 2014

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

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2014

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

[BibT_eX]

[DOI]

Henry Lam

Zhenming Liu

CoRR, 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2013

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

[BibT_eX]

[DOI]

Kai-Min Chung

Zhenming Liu

Rafael Pass

CoRR, 2013

The Diffusion of Networking Technologies.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Why Steiner-tree type algorithms work for community detection.

[BibT_eX]

[DOI]

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

2012

Technology Diffusion in Communication Networks

[BibT_eX]

[DOI]

Sharon Goldberg

Zhenming Liu

CoRR, 2012

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

[BibT_eX]

[DOI]

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

Information dissemination via random walks in d-dimensional space.

[BibT_eX]

[DOI]

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

Continuous distributed counting for non-monotonic streams.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2011

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

[BibT_eX]

[DOI]

Zhenming Liu