Boyuan Pan - RankMe

58 papers A* 9Journal 35Unranked 14

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	—	`conf`	CogLM: Tracking Cognitive Development of Large Language Models. NAACL (Long Papers) Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, 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	—	`conf`	BatchEval: Towards Human-like Text Evaluation. ACL (1) Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	BatchEval: Towards Human-like Text Evaluation. CoRR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Kan Li
2024	J	`jnl`	CogLM: Tracking Cognitive Development of Large Language Models. CoRR Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	A*	`conf`	Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. ICLR Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li
2024	J	`jnl`	Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. CoRR Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, 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
2024	—	`conf`	Generative Dense Retrieval: Memory Can Be a Burden. EACL (1) Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li
2024	J	`jnl`	Generative Dense Retrieval: Memory Can Be a Burden. CoRR Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li
2024	A*	`conf`	Instruction Embedding: Latent Representations of Instructions Towards Task Identification. NeurIPS Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	Instruction Embedding: Latent Representations of Instructions Towards Task Identification. CoRR Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	—	`conf`	Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. ACL (1) Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. CoRR Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. CoRR Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	—	`conf`	Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. ACL (Findings) Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	J	`jnl`	Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. CoRR Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024	A*	`conf`	Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. AAAI Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li
2023	J	`jnl`	Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. CoRR Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li
2021	J	`jnl`	Self-supervised attention flow for dialogue state tracking. Neurocomputing Boyuan Pan, Yazheng Yang, Bo Li, Deng Cai
2021	A*	`conf`	TopNet: Learning from Neural Topic Model to Generate Long Stories. KDD Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
2021	J	`jnl`	TopNet: Learning from Neural Topic Model to Generate Long Stories. CoRR Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
2020	A*	`conf`	Adversarial Mutual Information for Text Generation. ICML Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li
2020	J	`jnl`	Adversarial Mutual Information for Text Generation. CoRR Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li
2020	J	`jnl`	Bi-Decoder Augmented Network for Neural Machine Translation. CoRR Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai
2020	J	`jnl`	Bi-Decoder Augmented Network for Neural Machine Translation. Neurocomputing Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai
2020	—	`conf`	T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack. EMNLP (1) Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li
2020	J	`jnl`	Towards Evaluating the Robustness of Chinese BERT Classifiers. CoRR Boxin Wang, Boyuan Pan, Xin Li, Bo Li
2019	J	`jnl`	Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. CoRR Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2019	J	`jnl`	MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. CoRR Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2019	—	`conf`	Reinforced Dynamic Reasoning for Conversational Question Generation. ACL (1) Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2019	J	`jnl`	Reinforced Dynamic Reasoning for Conversational Question Generation. CoRR Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2018	—	`conf`	Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. ACL (1) Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2018	A*	`conf`	MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. NeurIPS Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2017	J	`jnl`	Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. CoRR Boyuan Pan, Hao Li, Zhou Zhao, Deng Cai, Xiaofei He
2017	J	`jnl`	MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. CoRR Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He
2017	A*	`conf`	Robust Asymmetric Bayesian Adaptive Matrix Factorization. IJCAI Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He