Hoi To Wai

6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

ICML (5) ICLR (1)

Top co-authors

Mingyi Hong (3) Chung-Yiu Yau (3) Qiang Li (2) Haibo Yang (1) Soumajyoti Sarkar (1) Haitong Liu (1) Jia Liu (1) Quan Wei (1) Michal Yemini (1) Sijia Liu (1)

Keywords

stochastic gradient descent (1) distributed learning (1) equilibrium analysis (1) performative prediction (1) multiplex network (1) multi-agent system (1)

Papers

Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Stochastic Bias and Remedies ICML 2025

RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models ICML 2025

Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data ICML 2024

EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence ICML 2024

Network Effects in Performative Prediction Games ICML 2023

Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach ICLR 2022