Justin Chih-Yao Chen

22 papers A* 4Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning.
EACL (Volume 1: Long Papers)
Nithin Sivakumaran, Justin Chih-Yao Chen, David Wan, Yue Zhang, Jaehong Yoon, Elias Stengel-Eskin, Mohit Bansal
2026 J jnl
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection.
CoRR
Tianyi Niu, Justin Chih-Yao Chen, Genta Indra Winata, Shi-Xiong Zhang, Supriyo Chakraborty, Sambit Sahu, Yue Zhang, Elias Stengel-Eskin, Mohit Bansal
2025 J jnl
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning.
CoRR
Nithin Sivakumaran, Justin Chih-Yao Chen, David Wan, Yue Zhang, Jaehong Yoon, Elias Stengel-Eskin, Mohit Bansal
2025 J jnl
Learning to Generate Unit Tests for Automated Debugging.
CoRR
Archiki Prasad, Elias Stengel-Eskin, Justin Chih-Yao Chen, Zaid Khan, Mohit Bansal
2025 — conf
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration.
NAACL (Long Papers)
David Wan, Justin Chih-Yao Chen, Elias Stengel-Eskin, Mohit Bansal
2025 J jnl
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration.
CoRR
David Wan, Justin Chih-Yao Chen, Elias Stengel-Eskin, Mohit Bansal
2025 A* conf
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning.
EMNLP
Justin Chih-Yao Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal
2025 J jnl
Nudging the Boundaries of LLM Reasoning.
CoRR
Justin Chih-Yao Chen, Becky Xiangyu Peng, Prafulla Kumar Choubey, Kung-Hsiang Huang, Jiaxin Zhang, Mohit Bansal, Chien-Sheng Wu
2025 J jnl
PRInTS: Reward Modeling for Long-Horizon Information Seeking.
CoRR
Jaewoo Lee, Archiki Prasad, Justin Chih-Yao Chen, Zaid Khan, Elias Stengel-Eskin, Mohit Bansal
2025 — conf
Reverse Thinking Makes LLMs Stronger Reasoners.
NAACL (Long Papers)
Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi, Rujun Han, Sayna Ebrahimi, Long T. Le, Vincent Perot, Swaroop Mishra, Mohit Bansal, Chen-Yu Lee, Tomas Pfister
2025 J jnl
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning.
CoRR
Justin Chih-Yao Chen, Sukwon Yun, Elias Stengel-Eskin, Tianlong Chen, Mohit Bansal
2025 A* conf
System 1.x: Learning to Balance Fast and Slow Planning with Language Models.
ICLR
Swarnadeep Saha, Archiki Prasad, Justin Chih-Yao Chen, Peter Hase, Elias Stengel-Eskin, Mohit Bansal
2025 J jnl
Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression.
CoRR
Joykirat Singh, Justin Chih-Yao Chen, Archiki Prasad, Elias Stengel-Eskin, Akshay Nambi, Mohit Bansal
2024 A* conf
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models.
ICML
Justin Chih-Yao Chen, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal
2024 J jnl
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models.
CoRR
Justin Chih-Yao Chen, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal
2024 J jnl
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning.
CoRR
Justin Chih-Yao Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal
2024 — conf
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs.
ACL (1)
Justin Chih-Yao Chen, Swarnadeep Saha, Mohit Bansal
2024 J jnl
Reverse Thinking Makes LLMs Stronger Reasoners.
CoRR
Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi, Rujun Han, Sayna Ebrahimi, Long T. Le, Vincent Perot, Swaroop Mishra, Mohit Bansal, Chen-Yu Lee, Tomas Pfister
2024 J jnl
System-1.x: Learning to Balance Fast and Slow Planning with Language Models.
CoRR
Swarnadeep Saha, Archiki Prasad, Justin Chih-Yao Chen, Peter Hase, Elias Stengel-Eskin, Mohit Bansal
2023 A* conf
Location-Aware Visual Question Generation with Lightweight Models.
EMNLP
Nicholas Collin Suwono, Justin Chih-Yao Chen, Tun-Min Hung, Ting-Hao (Kenneth) Huang, I-Bin Liao, Yung-Hui Li, Lun-Wei Ku, Shao-Hua Sun
2023 J jnl
Location-Aware Visual Question Generation with Lightweight Models.
CoRR
Nicholas Collin Suwono, Justin Chih-Yao Chen, Tun-Min Hung, Ting-Hao Kenneth Huang, I-Bin Liao, Yung-Hui Li, Lun-Wei Ku, Shao-Hua Sun
2023 J jnl
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs.
CoRR
Justin Chih-Yao Chen, Swarnadeep Saha, Mohit Bansal