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Career

· Adjunct Assistant Professor of Electrical Engineering and Computer Sciences, UC Berkeley2025–

Publications (41)

Reinforcement Learning with Deep Energy-Based Policies
International Conference on Machine Learning · 2017
1,507
cited
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Neural Information Processing Systems · 2016
828
cited
A solution-processed n-type conducting polymer with ultrahigh conductivity
Nature · 2022
290
cited
Organic solar cells using oligomer acceptors for improved stability and efficiency
Nature Energy · 2022
224
cited
Resistance to BRAF inhibitors induces glutamine dependency in melanoma cells
Molecular Oncology · 2015
157
cited
Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
arXiv.org · 2019
117
cited
Lysyl oxidase drives tumour progression by trapping EGF receptors at the cell surface
Nature Communications · 2017
81
cited
Loss of Scar/WAVE Complex Promotes N-WASP- and FAK-Dependent Invasion
Current Biology · 2013
75
cited
Scutellarin suppresses migration and invasion of human hepatocellular carcinoma by inhibiting the STAT3/Girdin/Akt activity.
Biochemical and Biophysical Research Communications - BBRC · 2017
61
cited
Modular Architecture for StarCraft II with Deep Reinforcement Learning
Artificial Intelligence and Interactive Digital Entertainment Conference · 2018
58
cited
Anti-metastatic Inhibitors of Lysyl Oxidase (LOX): Design and Structure–Activity Relationships
Journal of Medicinal Chemistry · 2019
52
cited
Meta-analysis: The efficacy of metformin and other anti-hyperglycemic agents in prolonging the survival of hepatocellular carcinoma patients with type 2 diabetes.
Annals of Hepatology · 2019
48
cited
Nono, a Bivalent Domain Factor, Regulates Erk Signaling and Mouse Embryonic Stem Cell Pluripotency.
Cell Reports · 2016
47
cited
miR-448 suppressed gastric cancer proliferation and invasion by regulating ADAM10
Tumor Biology · 2016
40
cited
Discs large homolog 5 decreases formation and function of invadopodia in human hepatocellular carcinoma via Girdin and Tks5
International Journal of Cancer · 2017
36
cited
2-Aminomethylene-5-sulfonylthiazole Inhibitors of Lysyl Oxidase (LOX) and LOXL2 Show Significant Efficacy in Delaying Tumor Growth
Journal of Medicinal Chemistry · 2019
34
cited
Fidarestat induces glycolysis of NK cells through decreasing AKR1B10 expression to inhibit hepatocellular carcinoma
Molecular Therapy: Oncolytics · 2021
18
cited
Spiro‐Conjugation in Narrow‐Bandgap Nonfullerene Acceptors Enables Broader Spectral Response and Higher Detectivity for Near‐Infrared Organic Photodetectors
Advanced Optical Materials · 2023
18
cited
Urine- and Blood-Based Molecular Profiling of Human Prostate Cancer
Frontiers in Oncology · 2022
18
cited
Bioinformatics analysis of differentially expressed genes in hepatocellular carcinoma cells exposed to Swertiamarin
Journal of Cancer · 2019
11
cited
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