Do Xuan Long

17 papers A* 3Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comparative Analysis of Contextual Representation Flow in State-Space and Transformer Architectures.
CoRR
Nhat M. Hoang, Do Xuan Long, Cong-Duy Nguyen, Min-Yen Kan, Luu Anh Tuan
2025 J jnl
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.
CoRR
Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025 J jnl
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.
Trans. Mach. Learn. Res.
Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025 — conf
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
ACL (Findings)
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Anh Tuan Luu, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 J jnl
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
CoRR
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Luu Anh Tuan, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 — conf
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.
NAACL (Long Papers)
Do Xuan Long, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan
2025 J jnl
VISTA: A Test-Time Self-Improving Video Generation Agent.
CoRR
Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arik
2025 — conf
What Makes a Good Natural Language Prompt?
ACL (1)
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
2025 J jnl
What Makes a Good Natural Language Prompt?
CoRR
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
2024 A* conf
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling.
NeurIPS
Yiran Zhao, Wenyue Zheng, Tianle Cai, Do Xuan Long, Kenji Kawaguchi, Anirudh Goyal, Michael Qizhe Shieh
2024 A* conf
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models.
EMNLP
Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2024 J jnl
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models.
CoRR
Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2024 — conf
Prompt Optimization via Adversarial In-Context Learning.
ACL (1)
Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He
2023 — conf
Retrieving Multimodal Information for Augmented Generation: A Survey.
EMNLP (Findings)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
2023 A* conf
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.
EMNLP
Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty
2022 — conf
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.
ACL (Findings)
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque
2022 J jnl
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.
CoRR
Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque