Sotabase

Career

· Professor, University of Illinois Urbana-Champaign2024–
· Researcher, Google2021–
· Professor, The Hong Kong University of Science and Technology2019–
· Researcher, Tencent2016–
· Research Scientist, Baidu, Yahoo, IBM, Tencent
· Visiting scholar, UC Berkeley

Publications (147)

The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information
Neural Information Processing Systems · 2007
677
cited
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
International Conference on Machine Learning · 2018
651
cited
Sparse Online Learning via Truncated Gradient
Neural Information Processing Systems · 2008
494
cited
Named Entity Recognition through Classifier Combination
Conference on Computational Natural Language Learning · 2003
493
cited
A Field Guide to Federated Optimization
arXiv.org · 2021
465
cited
The Epoch-Greedy algorithm for contextual multi-armed bandits
Neural Information Processing Systems · 2007
464
cited
Multi-Label Prediction via Compressed Sensing
Neural Information Processing Systems · 2009
440
cited
A tail inequality for quadratic forms of subgaussian random vectors
arXiv.org · 2011
436
cited
FXR Regulates Intestinal Cancer Stem Cell Proliferation
Cell · 2019
373
cited
Efficient Optimal Learning for Contextual Bandits
Conference on Uncertainty in Artificial Intelligence · 2011
316
cited
A spectral algorithm for learning Hidden Markov Models
Journal of computer and system sciences (Print) · 2008
310
cited
The enhanced X-ray Timing and Polarimetry mission—eXTP
Science China Physics Mechanics and Astronomy · 2018
250
cited
Robust Matrix Decomposition With Sparse Corruptions
IEEE Transactions on Information Theory · 2011
232
cited
Overview to the Hard X-ray Modulation Telescope (Insight-HXMT) Satellite
Science China Physics Mechanics and Astronomy · 2019
213
cited
2020 taxonomic update for phylum Negarnaviricota (Riboviria: Orthornavirae), including the large orders Bunyavirales and Mononegavirales.
Archives of Virology · 2020
196
cited
Agnostic Active Learning Without Constraints
Neural Information Processing Systems · 2010
181
cited
Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold
SIAM Journal on Optimization · 2018
162
cited
Elevated expression of Foxp3 in tumor-infiltrating Treg cells suppresses T-cell proliferation and contributes to gastric cancer progression in a COX-2-dependent manner.
Clinical Immunology · 2010
154
cited
Effect of Si addition on microstructure and wear behavior of AlCoCrFeNi high-entropy alloy coatings prepared by laser cladding
Surface & Coatings Technology · 2020
135
cited
POLARDB Meets Computational Storage: Efficiently Support Analytical Workloads in Cloud-Native Relational Database
USENIX Conference on File and Storage Technologies · 2020
124
cited
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