Xuan-Phi Nguyen

47 papers A* 9Misc 1Journal 30Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts. CoRR Xuan-Phi Nguyen, Shrey Pandit, Austin Xu, Caiming Xiong, Shafiq Joty
2026	J	`jnl`	MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks. CoRR Zixuan Ke, Yifei Ming, Austin Xu, Ryan Chin, Xuan-Phi Nguyen, Prathyusha Jwalapuram, Jiayu Wang, Semih Yavuz, Caiming Xiong, Shafiq Joty
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	A*	`conf`	Demystifying Domain-adaptive Post-training for Financial LLMs. EMNLP Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	Demystifying Domain-adaptive Post-training for Financial LLMs. CoRR Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025	A*	`conf`	FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows". ICLR Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains. CoRR Austin Xu, Xuan-Phi Nguyen, Yilun Zhou, Chien-Sheng Wu, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math. CoRR Shrey Pandit, Austin Xu, Xuan-Phi Nguyen, Yifei Ming, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows. CoRR Yifei Ming, Zixuan Ke, Xuan-Phi Nguyen, Jiayu Wang, Shafiq Joty
2025	J	`jnl`	J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization. CoRR Austin Xu, Yilun Zhou, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision. CoRR Zixuan Ke, Austin Xu, Yifei Ming, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2025	—	`conf`	ParaICL: Towards Parallel In-Context Learning. NAACL (Long Papers) Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
2025	J	`jnl`	SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents. CoRR Xuan-Phi Nguyen, Shrey Pandit, Revanth Gangi Reddy, Austin Xu, Silvio Savarese, Caiming Xiong, Shafiq Joty
2025	J	`jnl`	SweRank: Software Issue Localization with Code Ranking. CoRR Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo, Ye Liu, Xuan-Phi Nguyen, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Heng Ji, Shafiq Joty
2025	J	`jnl`	Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms. CoRR Shrey Pandit, Xuan-Phi Nguyen, Yifei Ming, Austin Xu, Jiayu Wang, Caiming Xiong, Shafiq Joty
2024	—	`conf`	Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. ACL (1) Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, Lidong Bing
2024	J	`jnl`	Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction. CoRR Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, Yingyu Liang, Shafiq Joty
2024	J	`jnl`	FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows". CoRR Yifei Ming, Senthil Purushwalkam, Shrey Pandit, Zixuan Ke, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
2024	J	`jnl`	ParaICL: Towards Robust Parallel In-Context Learning. CoRR Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
2024	J	`jnl`	SFR-RAG: Towards Contextually Faithful LLMs. CoRR Xuan-Phi Nguyen, Shrey Pandit, Senthil Purushwalkam, Austin Xu, Hailin Chen, Yifei Ming, Zixuan Ke, Silvio Savarese, Caiming Xong, Shafiq Joty
2024	—	`conf`	SeaLLMs - Large Language Models for Southeast Asia. ACL (3) Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu, Chenhui Shen, Yew Ken Chia, Xingxuan Li, Jianyu Wang, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing
2024	J	`jnl`	StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs. CoRR Hailin Chen, Fangkai Jiao, Mathieu Ravaut, Nawshad Farruque, Xuan-Phi Nguyen, Chengwei Qin, Manan Dey, Bosheng Ding, Caiming Xiong, Shafiq Joty, Yingbo Zhou
2023	—	`conf`	A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization. EMNLP (Findings) Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing
2023	J	`jnl`	A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization. CoRR Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing
2023	J	`jnl`	Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. CoRR Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing
2023	Misc	`conf`	Improving Speech-to-Speech Translation Through Unlabeled Text. ICASSP Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong
2023	—	`conf`	Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization. EMNLP (Findings) Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen, Yang You, Lidong Bing
2023	J	`jnl`	SeaLLMs - Large Language Models for Southeast Asia. CoRR Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing
2022	A*	`conf`	Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation. ICLR Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty
2022	J	`jnl`	Improving Speech-to-Speech Translation Through Unlabeled Text. CoRR Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong
2022	J	`jnl`	Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2022	A*	`conf`	Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. NeurIPS Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2021	—	`conf`	A Conditional Splitting Framework for Efficient Constituency Parsing. ACL/IJCNLP (1) Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021	J	`jnl`	A Conditional Splitting Framework for Efficient Constituency Parsing. CoRR Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021	A*	`conf`	Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw
2021	—	`conf`	RST Parsing from Scratch. NAACL-HLT Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021	J	`jnl`	RST Parsing from Scratch. CoRR Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	A*	`conf`	Data Diversification: A Simple Strategy For Neural Machine Translation. NeurIPS Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2020	A*	`conf`	Differentiable Window for Dynamic Local Attention. ACL Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	J	`jnl`	Differentiable Window for Dynamic Local Attention. CoRR Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	A*	`conf`	Efficient Constituency Parsing by Pointing. ACL Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	J	`jnl`	Efficient Constituency Parsing by Pointing. CoRR Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	J	`jnl`	Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2020	A*	`conf`	Tree-Structured Attention with Hierarchical Accumulation. ICLR Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020	J	`jnl`	Tree-structured Attention with Hierarchical Accumulation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2019	J	`jnl`	Data Diversification: An Elegant Strategy For Neural Machine Translation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw