Shiqi Chen - RankMe

22 papers A* 6B 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SkillCraft: Can LLM Agents Learn to Use Tools Skillfully? CoRR Shiqi Chen, Jingze Gai, Ruochen Zhou, Jinghan Zhang, Tongyao Zhu, Junlong Li, Kangrui Wang, Zihan Wang, Zhengyu Chen, Klara Kaleb, Ning Miao, Siyang Gao, Cong Lu, Manling Li, Junxian He, Yee Whye Teh
2025	A*	`conf`	Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. ICML Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He
2025	J	`jnl`	Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. CoRR Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He
2025	J	`jnl`	Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? CoRR Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, Xinxin Lin, Zhengyu Chen, Junxian He
2025	J	`jnl`	Internalizing World Models via Self-Play Finetuning for Agentic RL. CoRR Shiqi Chen, Tongyao Zhu, Zian Wang, Jinghan Zhang, Kangrui Wang, Siyang Gao, Teng Xiao, Yee Whye Teh, Junxian He, Manling Li
2025	—	`conf`	Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies. ACL (1) Zhengyu Chen, Siqi Wang, Teng Xiao, Yudong Wang, Shiqi Chen, Xunliang Cai, Junxian He, Jingang Wang
2025	J	`jnl`	Sub-Scaling Laws: On the Role of Data Density and Training Strategies in LLMs. CoRR Zhengyu Chen, Siqi Wang, Teng Xiao, Yudong Wang, Shiqi Chen, Xunliang Cai, Junxian He, Jingang Wang
2025	J	`jnl`	SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond. CoRR Junteng Liu, Yuanxiang Fan, Zhuo Jiang, Han Ding, Yongyi Hu, Chi Zhang, Yiqi Shi, Shitong Weng, Aili Chen, Shiqi Chen, Yunan Huang, Mozhi Zhang, Pengyu Zhao, Junjie Yan, Junxian He
2025	A*	`conf`	Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. ICML Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2025	J	`jnl`	Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. CoRR Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2024	A*	`conf`	In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. ICML Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
2024	J	`jnl`	In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. CoRR Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
2024	A*	`conf`	On the Universal Truthfulness Hyperplane Inside LLMs. EMNLP Junteng Liu, Shiqi Chen, Yu Cheng, Junxian He
2024	J	`jnl`	On the Universal Truthfulness Hyperplane Inside LLMs. CoRR Junteng Liu, Shiqi Chen, Yu Cheng, Junxian He
2023	A*	`conf`	Composing Parameter-Efficient Modules with Arithmetic Operation. NeurIPS Jinghan Zhang, Shiqi Chen, Junteng Liu, Junxian He
2023	J	`jnl`	Composing Parameter-Efficient Modules with Arithmetic Operations. CoRR Jinghan Zhang, Shiqi Chen, Junteng Liu, Junxian He
2023	J	`jnl`	Evaluating Factual Consistency of Summaries with Large Language Models. CoRR Shiqi Chen, Siyang Gao, Junxian He
2023	A*	`conf`	FELM: Benchmarking Factuality Evaluation of Large Language Models. NeurIPS Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
2023	J	`jnl`	FELM: Benchmarking Factuality Evaluation of Large Language Models. CoRR Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
2023	J	`jnl`	FacTool: Factuality Detection in Generative AI - A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios. CoRR I-Chun Chern, Steffi Chern, Shiqi Chen, Weizhe Yuan, Kehua Feng, Chunting Zhou, Junxian He, Graham Neubig, Pengfei Liu
2021	B	`conf`	Adaptive Adversarial Training for Meta Reinforcement Learning. IJCNN Shiqi Chen, Zhengyu Chen, Donglin Wang
2021	J	`jnl`	Adaptive Adversarial Training for Meta Reinforcement Learning. CoRR Shiqi Chen, Zhengyu Chen, Donglin Wang