Sotabase

Career

· Assistant Professor, The Chinese University of Hong Kong, Shenzhen 香港中文大学(深圳) (Current)2020–
· Research Scientist, ETH Zürich2016–2016
· Assistant Professor, Tsinghua University2016–2020
· Postdoctoral Researcher, UC Berkeley2014–2016
· Postdoctoral Researcher, Carnegie Mellon University2013–2014
· Visiting Student, California Institute of Technology2012–2012
· Visiting Scholar, Texas Tech University2011–2011
· Research Assistant, The Chinese University of Hong Kong2010–2010
· PhD Candidate In Computer Science, Tsinghua University2009–2013

Publications (19)

Electric Vehicle Charging Planning: A Complex Systems Perspective
2025
49
cited
Extreme events threat water-energy-carbon nexus through cascading effects
2024
22
cited
Carbon-Aware Scheduling of Thermostatically Controlled Loads: A Bilevel DRCC Approach
2025
12
cited
Cyber Vulnerabilities of Energy Systems
2024
8
cited
Pricing mechanism design for future EV charging station with hybrid fixed and mobile charging modes
2025
7
cited
MLP-Carbon: A new paradigm integrating multi-frequency and multi-scale techniques for accurate carbon price forecasting
2025
6
cited
EDformer family: End-to-end multi-task load forecasting frameworks for day-ahead economic dispatch
2025
5
cited
User-perceptional privacy protection in NILM: A differential privacy approach
2025
5
cited
CCCG: Self-supervised Color Constancy with Collaborative Generative Network
2024
3
cited
From LMP to eLMP: An accurate transfer strategy for electricity price prediction based on learning ensemble
2025
2
cited
Computationally efficient data synthesis for AC-OPF: Integrating Physics-Informed Neural Network solvers and active learning
2025
1
cited
Enhancing Probabilistic Peak Load Forecasting with Fuzzy Information Granulation and Deep Learning
2024
1
cited
Cost-effective Closed-loop Bilevel Robust Optimization for Joint Chance-constrained Economic Dispatch
2025
Engineered Confidence: Aligning Practice and Ambition in the Clean Energy Transition
2025
On the Optimal Deterministic Policy Learning in Chance-Constrained Markov Decision Processes
2025
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization
International Conference on Machine Learning · 2025
Safe Routes, Safer Rides: A Multi-Tiered Approach to Trajectory Anomaly Detection
2024
Sample-Aware Up-To Congestion Bidding With Market Risk and Credit Exposure Guarantees
2025
Sotabase
Chenye Wu | Researcher Profile | Sotabase | Sotabase