Giang Do

According to our database, Giang Do authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Do Domain-specific Experts exist in MoE-based LLMs?

Giang Do, Hung Le, Truyen Tran

CoRR, April, 2026

2025

S2MoE: Robust Sparse Mixture of Experts via Stochastic Learning.

Giang Do, Hung Le, Truyen Tran

CoRR, March, 2025

Sparse Mixture of Experts as Unified Competitive Learning.

Giang Do, Hung Le, Truyen Tran

CoRR, March, 2025

On the Role of Discrete Representation in Sparse Mixture of Experts.

Giang Do, Kha Pham, Hung Le, Truyen Tran

Trans. Mach. Learn. Res., 2025

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse.

Giang Do, Hung Le, Truyen Tran

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

On the effectiveness of discrete representations in sparse mixture of experts.

Giang Do, Kha Pham, Hung Le, Truyen Tran

CoRR, 2024

SimSMoE: Solving Representational Collapse via Similarity Measure.

Giang Do, Hung Le, Truyen Tran

CoRR, 2024

CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition.

Quang Pham, Giang Do, Huy Nguyen, TrungTin Nguyen, Chenghao Liu, Mina Sartipi, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi, Nhat Ho

CoRR, 2024

2023

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.

Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi

CoRR, 2023

Online Harassment in Majority Contexts: Examining Harms and Remedies across Countries.

Sarita Schoenebeck, Amna Batool, Giang Do, Sylvia Darling, Gabriel Grill, Daricia Wilkinson, Mehtab Khan, Kentaro Toyama, Louise Ashwell

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023