Quang Pham

37 papers A* 8B 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs.
ICLR
Dung Manh Nguyen, Thang Chau Phan, Nam Le Hai, Tien-Thong Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui
2025 J jnl
CompeteSMoE - Statistically Guaranteed Mixture of Experts Training via Competition.
CoRR
Nam V. Nguyen, Huy Nguyen, Quang Pham, Van Nguyen, Savitha Ramasamy, Nhat Ho
2025 J jnl
Moirai 2.0: When Less Is More for Time Series Forecasting.
CoRR
Chenghao Liu, Taha Aksu, Juncheng Liu, Xu Liu, Hanshu Yan, Quang Pham, Silvio Savarese, Doyen Sahoo, Caiming Xiong, Junnan Li
2025 J jnl
Multi-Scale Finetuning for Encoder-based Time Series Foundation Models.
CoRR
Zhongzheng Qiao, Chenghao Liu, Yiming Zhang, Ming Jin, Quang Pham, Qingsong Wen, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy
2025 J jnl
On DeepSeekMoE: Statistical Benefits of Shared Experts and Normalized Sigmoid Gating.
CoRR
Huy Nguyen, Thong T. Doan, Quang Pham, Nghi D. Q. Bui, Nhat Ho, Alessandro Rinaldo
2025 J jnl
Sequence Transferability and Task Order Selection in Continual Learning.
CoRR
Thinh Nguyen, Cuong N. Nguyen, Quang Pham, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Cuong V. Nguyen
2024 A* conf
Class-incremental Learning for Time Series: Benchmark and Evaluation.
KDD
Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy
2024 J jnl
Class-incremental Learning for Time Series: Benchmark and Evaluation.
CoRR
Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy
2024 J jnl
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding Capabilities of CodeLLMs.
CoRR
Dung Nguyen Manh, Thang Phan Chau, Nam Le Hai, Thong T. Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui
2024 J jnl
CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition.
CoRR
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
2024 J jnl
Continual Learning, Fast and Slow.
IEEE Trans. Pattern Anal. Mach. Intell.
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2024 J jnl
LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models.
CoRR
Nam V. Nguyen, Thong T. Doan, Luong Tran, Van Nguyen, Quang Pham
2024 — conf
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice.
EMNLP (Findings)
Quang Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen
2023 — conf
Adaptive-saturated RNN: Remember more with less instability.
Tiny Papers @ ICLR
Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
2023 J jnl
Adaptive-saturated RNN: Remember more with less instability.
CoRR
Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
2023 A* conf
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.
EMNLP
Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
2023 J jnl
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.
CoRR
Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
2023 A* conf
Learning Fast and Slow for Online Time Series Forecasting.
ICLR
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023 J jnl
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.
CoRR
Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2022 J jnl
Continual Learning: Fast and Slow.
CoRR
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022 A* conf
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning.
ICLR
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022 J jnl
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning.
CoRR
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022 J jnl
Learning Fast and Slow for Online Time Series Forecasting.
CoRR
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2022 J jnl
TATL: Task agnostic transfer learning for skin attributes detection.
Medical Image Anal.
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2021 — conf
An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction.
IEA/AIE (2)
Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen
2021 A* conf
Contextual Transformation Networks for Online Continual Learning.
ICLR
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2021 A* conf
DualNet: Continual Learning, Fast and Slow.
NeurIPS
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2021 J jnl
DualNet: Continual Learning, Fast and Slow.
CoRR
Quang Pham, Chenghao Liu, Steven C. H. Hoi
2021 J jnl
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection.
CoRR
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2020 J jnl
Bilevel Continual Learning.
CoRR
Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi
2020 J jnl
Extracting Entities and Topics from News and Connecting Criminal Records.
CoRR
Quang Pham, Marija Stanojevic, Zoran Obradovic
2020 B conf
Vietnamese Punctuation Prediction Using Deep Neural Networks.
SOFSEM
Thuy Pham, Nhu Nguyen, Quang Pham, Han Cao, Binh T. Nguyen
2018 A* conf
Online Deep Learning: Learning Deep Neural Networks on the Fly.
IJCAI
Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
2018 J jnl
URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection.
CoRR
Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi
2017 J jnl
Online Deep Learning: Learning Deep Neural Networks on the Fly.
CoRR
Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
2017 — conf
Vietnamese food recognition using convolutional neural networks.
KSE
Thai Van Phat, Dang Xuan Tien, Quang Pham, Nguyen Pham, Binh T. Nguyen
2010 — conf
Virtual face sculpting.
SIGGRAPH Posters
Jean-Charles Bazin, Soonkee Chung, Roger Blanco Ribera, Quang Pham, Inso Kweon