Toan Tran

18 papers A* 4B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Membership Inference Attacks: Discovering MIA Signal Computations using LLM Agents.
CoRR
Toan Tran, Olivera Kotevska, Li Xiong
2025 A* conf
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift.
AAAI
Anh T. Nguyen, Lam Tran, Anh Tong, Tuan-Duy H. Nguyen, Toan Tran
2025 B conf
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints.
MDM
Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Lingyi Zhao, Khurram Shafique, Li Xiong
2025 J jnl
Selective Sinkhorn Routing for Improved Sparse Mixture of Experts.
CoRR
Duc Anh Nguyen, Huu Binh Ta, Nhuan Le Duc, Tan M. Nguyen, Toan Tran
2025 — conf
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training.
ACL (Findings)
Toan Tran, Ruixuan Liu, Li Xiong
2025 J jnl
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training.
CoRR
Toan Tran, Ruixuan Liu, Li Xiong
2024 J jnl
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting.
CoRR
Bao Q. Tran, Viet Nguyen, Anh Tran, Toan Tran
2024 J jnl
ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation.
CoRR
Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong
2024 J jnl
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints.
CoRR
Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Li Xiong
2024 A* conf
On Inference Stability for Diffusion Models.
AAAI
Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Khoat Than, Toan Tran
2024 J jnl
Paradoxical Association Between Lean Manufacturing, Sustainability Practices and Triple Bottom Line Performance.
IEEE Trans. Engineering Management
Toan Tran, Seongtae Kim, Byung-Gak Son, M. Ramkumar
2023 J jnl
Conditional Support Alignment for Domain Adaptation with Label Shift.
CoRR
Anh T. Nguyen, Lam Tran, Anh Tong, Tuan-Duy H. Nguyen, Toan Tran
2023 J jnl
On Inference Stability for Diffusion Models.
CoRR
Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Khoat Than, Toan Tran
2023 A* conf
Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology.
ICCV
Tuong Do, Binh X. Nguyen, Vuong Pham, Toan Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen
2022 A* conf
Distributionally Robust Fair Principal Components via Geodesic Descents.
ICLR
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
2022 J jnl
Distributionally Robust Fair Principal Components via Geodesic Descents.
CoRR
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
2022 J jnl
Multigraph Topology Design for Cross-Silo Federated Learning.
CoRR
Binh X. Nguyen, Tuong Do, Hien Nguyen, Vuong Pham, Toan Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen
2003 — conf
A serial 10 gigabit Ethernet transceiver on digital 0.13μm CMOS.
ESSCIRC
Bin Wu, Yue-Hong Sutu, Karthik Ramamurthy, Dong Zheng, Eugene Cheung, Toan Tran, Yong Jiang, Manoj Rana