Chuyi Tan - RankMe

23 papers A* 2Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling. CoRR Xinglin Wang, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Yiwei Li, Yueqi Zhang, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2026	J	`jnl`	Learning More from Less: Unlocking Internal Representations for Benchmark Compression. CoRR Yueqi Zhang, Jin Hu, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yiwei Li, Jiayi Shi, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation. ACL (1) Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation. CoRR Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Diagnosing and Mitigating System Bias in Self-Rewarding RL. CoRR Chuyi Tan, Peiwen Yuan, Xinglin Wang, Yiwei Li, Shaoxiong Feng, Yueqi Zhang, Jiayi Shi, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling. CoRR Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN. CoRR Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen. ACL (1) Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	InsBank: Evolving Instruction Subset for Ongoing Alignment. EMNLP (Findings) Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li
2025	J	`jnl`	InsBank: Evolving Instruction Subset for Ongoing Alignment. CoRR Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li
2025	J	`jnl`	LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient. CoRR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. NAACL (Findings) Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules. CoRR Yueqi Zhang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	PatternKV: Flattening KV Representation Expands Quantization Headroom. CoRR Ji Zhang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. ACL (Findings) Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. CoRR Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator. CoRR Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	—	`conf`	Speculative Decoding for Multi-Sample Inference. EMNLP (Findings) Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	Speculative Decoding for Multi-Sample Inference. CoRR Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	A*	`conf`	UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization. ICLR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025	J	`jnl`	UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization. CoRR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2024	A*	`conf`	Focused Large Language Models are Stable Many-Shot Learners. EMNLP Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	Focused Large Language Models are Stable Many-Shot Learners. CoRR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li