Chung-Yiu Yau

14 papers A* 5Misc 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decentralized Stochastic Optimization Over Unreliable Networks via Two-Timescales Updates.
IEEE Trans. Signal Process.
Haoming Liu, Chung-Yiu Yau, Hoi-To Wai
2025 Misc conf
A Two-timescale Primal-dual Algorithm for Decentralized Optimization with Compression.
ICASSP
Haoming Liu, Chung-Yiu Yau, Hoi-To Wai
2025 A* conf
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models.
ICML
Quan Wei, Chung-Yiu Yau, Hoi-To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong
2025 J jnl
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models.
CoRR
Quan Wei, Chung-Yiu Yau, Hoi-To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong
2024 J jnl
EMC
CoRR
Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong
2024 A* conf
EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.
ICML
Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong
2024 J jnl
Fully Stochastic Primal-dual Gradient Algorithm for Non-convex Optimization on Random Graphs.
CoRR
Chung-Yiu Yau, Haoming Liu, Hoi-To Wai
2023 J jnl
DoCoM: Compressed Decentralized Optimization with Near-Optimal Sample Complexity.
Trans. Mach. Learn. Res.
Chung-Yiu Yau, Hoi-To Wai
2023 — conf
Fully Stochastic Distributed Convex Optimization on Time-Varying Graph with Compression.
CDC
Chung-Yiu Yau, Hoi-To Wai
2023 A* conf
Network Effects in Performative Prediction Games.
ICML
Xiaolu Wang, Chung-Yiu Yau, Hoi-To Wai
2022 A* conf
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity.
NeurIPS
Bingqing Song, Ioannis C. Tsaknakis, Chung-Yiu Yau, Hoi-To Wai, Mingyi Hong
2022 J jnl
DoCoM-SGT: Doubly Compressed Momentum-assisted Stochastic Gradient Tracking Algorithm for Communication Efficient Decentralized Learning.
CoRR
Chung-Yiu Yau, Hoi-To Wai
2022 A* conf
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents.
NeurIPS
Qiang Li, Chung-Yiu Yau, Hoi-To Wai
2021 — conf
DAP-BERT: Differentiable Architecture Pruning of BERT.
ICONIP (1)
Chung-Yiu Yau, Haoli Bai, Irwin King, Michael R. Lyu