Publications
* Equal contribution. Underline indicates me.
Recent Preprints
Learning Evidence Highlighting for Frozen LLMs
arXiv:2604.22565, 2026. [arXiv]
POLAR: Online Learning for LoRA Adapter Caching and Routing in Edge LLM Serving
arXiv:2604.16583, 2026. [arXiv]
Accepted Papers
Near-Optimal Online Deployment and Routing for Streaming LLMs
ICLR 2026
Constrained Feedback Learning for Non-Stationary Multi-Armed Bandits
NeurIPS 2025
Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
ICML 2025
Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning
IJCAI 2025
Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation
ICLR 2025
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping
ACM TOSN 2025
FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program
AAAI 2025
Bandits with Concave Aggregated Reward
IJCAI 2024
Optimal Arms Identification with Knapsacks
ICML 2023
TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving
INFOCOM 2023
Reinforcement Learning for Node Selection in Mixed Integer Programming
MASS 2023
Online Pricing with Limited Supply and Time-Sensitive Valuations
INFOCOM 2022