Khiem Le

According to our database, Khiem Le authored at least 25 papers between 1999 and 2026.

Collaborative distances:

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

2026

Generalist Large Language Models for Molecular Property Prediction: Distilling Knowledge from Specialist Models.

Khiem Le, Sreejata Dey, Marcos Martínez Galindo, Vanessa López, Ting Hua, Nitesh V. Chawla, Hoang Thanh Lam

CoRR, March, 2026

An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity.

Kok-Seng Wong, Manh Nguyen-Duc, Khiem Le, Long Ho, Cuong Do, Danh Le Phuoc

IEEE Trans. Neural Networks Learn. Syst., February, 2026

Transform-Augmented GRPO Improves Pass@k.

Khiem Le, Youssef Mroueh, Phuc Nguyen, Chi-Heng Lin, Shangqian Gao, Ting Hua, Nitesh V. Chawla

CoRR, January, 2026

2025

SimInstruct: A Responsible Tool for Collecting Scaffolding Dialogues Between Experts and LLM-Simulated Novices.

Si Chen, Izzy Molnar, Ting Hua, Peiyu Li, Khiem Le, Alex Ambrose, James Lang, Ronald A. Metoyer, Nitesh V. Chawla

CoRR, August, 2025

FLAME: Towards Federated Fine-Tuning Large Language Models Through Adaptive SMoE.

Khiem Le, Tuan Tran, Ting Hua, Nitesh V. Chawla

CoRR, June, 2025

NII-UIT at VBS2025: Multimodal Video Retrieval with LLM Integration and Dynamic Temporal Search.

Bao Tran Gia, Tuong Bui Cong Khanh, Tam Le Thi Thanh, Thuyen Tran Doan, Khiem Le, Tien Do, Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh

Proceedings of the MultiMedia Modeling, 2025

Skeleton-Guided Artistic Text Recognition.

Tien Do, Thuyen Tran, Khiem Le, Duy-Dinh Le, Thanh Duc Ngo

Proceedings of the Document Analysis and Recognition - ICDAR 2025, 2025

Generalizable Sign Language Recognition via Local Temporal Convolutions and Region-Aware Pose Encoding.

Sieu Tran, Duc Nguyen Minh, Truong Nguyen Thanh, Hao Vo, Thanh Duc Ngo, Tien Do, Khiem Le, Duy-Dinh Le

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Region-Aware Pose Modeling and Permutation Decoding for Signer-Independent Sign Language Recognition.

Sieu Tran, Duc Nguyen Minh, Truong Nguyen Thanh, Hao Vo, Thanh Duc Ngo, Tien Do, Khiem Le, Duy-Dinh Le

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

VRAG: Retrieval-Augmented Video Question Answering for Long-Form Videos.

Bao Tran Gia, Khiem Le, Tien Do, Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Bridging the AI Adoption Gap: Designing an Interactive Pedagogical Agent for Higher Education Instructors.

Si Chen, Reid Metoyer, Khiem Le, Adam Acunin, Izzy Molnar, Alex Ambrose, James Lang, Nitesh V. Chawla, Ronald A. Metoyer

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

2024

Key Information Extraction and Recognition from Rich Text Images.

Tien Do, Thuyen Tran Doan, Khiem Le, Thua Nguyen, Duy-Dinh Le, Thanh Duc Ngo

Vietnam. J. Comput. Sci., November, 2024

Utilizing Large Language Models in an iterative paradigm with Domain feedback for Zero-shot Molecule optimization.

Khiem Le, Nitesh V. Chawla

CoRR, 2024

MolX: Enhancing Large Language Models for Molecular Learning with A Multi-Modal Extension.

Khiem Le, Zhichun Guo, Kaiwen Dong, Xiaobao Huang, Bozhao Nan, Roshni G. Iyer, Xiangliang Zhang, Olaf Wiest, Wei Wang, Nitesh V. Chawla

CoRR, 2024

Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective.

Khiem Le, Tri Nhan Luong Ha, Manh Nguyen-Duc, Danh Le Phuoc, Cuong Do, Kok-Seng Wong

CoRR, 2024

Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization.

Khiem Le, Long Ho, Cuong Do, Danh Le Phuoc, Kok-Seng Wong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval.

Sieu Tran, Duc Minh Nguyen, Triet Huynh Minh Nguyen, Danh Phuc Ngo, Thu Minh Nguyen, Hao Vo, Khiem Le, Tien Do, Thanh Duc Ngo

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Information Extraction from Rich Text Images with RoBERTa and LION Optimizer.

Thua Nguyen, Thuyen Tran Doan, Khiem Le, Tien Do, Thanh Duc Ngo, Duy-Dinh Le

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

2022

UIT at VBS 2022: An Unified and Interactive Video Retrieval System with Temporal Search.

Khanh Ho, Vu Xuan Dinh, Hong-Quang Nguyen, Khiem Le, Khang Dinh Tran, Tien Do, Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

2008

Cross-layer optimization of transport protocols over wireless networks.

Yogesh Swami, Khiem Le, Shashikant Maheshwari, Naveen Kakani

Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

2002

Zero-byte Support for Bidirectional Reliable Mode (R-mode) in Extended Link-Layer Assisted RObust Header Compression (ROHC) Profile.

Zhigang Liu, Khiem Le

RFC, December, 2002

2001

RObust Header Compression (ROHC): Framework and four profiles: RTP, UDP, ESP, and uncompressed.

Carsten Bormann, Carsten Burmeister, Mikael Degermark, Hideaki Fukushima, Hans Hannu, Lars-Erik Jonsson, Rolf Hakenberg, Tmima Koren, Khiem Le, Zhigang Liu, Anton Martensson, Akihiro Miyazaki, Krister Svanbro, Thomas Wiebke, Takeshi Yoshimura, Haihong Zheng

RFC, July, 2001

2000

Efficient and robust header compression for real-time services.

Khiem Le, Chris Clanton, Zhigang Liu, Haihong Zheng

Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

1999

GPRS and IS-136 integration for flexible network and services evolution.

Stefano M. Faccin, Liangchi Hsu, Rajeev Koodli, Khiem Le, René Purnadi

IEEE Wirel. Commun., 1999