Chung-Yiu Yau

According to our database, Chung-Yiu Yau authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Quan Wei, Chung-Yiu Yau, Hoi-To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong

CoRR, February, 2025

A Two-timescale Primal-dual Algorithm for Decentralized Optimization with Compression.

Haoming Liu, Chung-Yiu Yau, Hoi-To Wai

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Fully Stochastic Primal-dual Gradient Algorithm for Non-convex Optimization on Random Graphs.

Chung-Yiu Yau, Haoming Liu, Hoi-To Wai

CoRR, 2024

EMC²: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.

Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong

CoRR, 2024

EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.

Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

DoCoM: Compressed Decentralized Optimization with Near-Optimal Sample Complexity.

Chung-Yiu Yau, Hoi-To Wai

Trans. Mach. Learn. Res., 2023

Network Effects in Performative Prediction Games.

Xiaolu Wang, Chung-Yiu Yau, Hoi-To Wai

Proceedings of the International Conference on Machine Learning, 2023

Fully Stochastic Distributed Convex Optimization on Time-Varying Graph with Compression.

Chung-Yiu Yau, Hoi-To Wai

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

DoCoM-SGT: Doubly Compressed Momentum-assisted Stochastic Gradient Tracking Algorithm for Communication Efficient Decentralized Learning.

Chung-Yiu Yau, Hoi-To Wai

CoRR, 2022

Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity.

Bingqing Song, Ioannis C. Tsaknakis, Chung-Yiu Yau, Hoi-To Wai, Mingyi Hong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents.

Qiang Li, Chung-Yiu Yau, Hoi-To Wai

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

DAP-BERT: Differentiable Architecture Pruning of BERT.

Chung-Yiu Yau, Haoli Bai, Irwin King, Michael R. Lyu

Proceedings of the Neural Information Processing - 28th International Conference, 2021