Shaoxiong Feng

67 papers A* 9Journal 39Unranked 19

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	J	`jnl`	Stitch and Tell: A Structured Multimodal Data Augmentation Method for Spatial Understanding. CoRR Hang Yin, Xiaomin He, Peiwen Yuan, Yiwei Li, Jiayi Shi, Wenxiao Fan, Shaoxiong Feng, Kan Li
2025	—	`conf`	Timeslot-Compactness-aware Routing Wavelength and Timeslot Assignment Strategy for Distributed AI Training in a Multi-granularity All-Optical Metro Spine-Leaf Network. OFC Shaoxiong Feng, Jiawei Zhang, Zhiqun Gu, Bojun Zhang, Yuefeng Ji
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	—	`conf`	Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. ACL (Findings) Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li
2024	J	`jnl`	Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. CoRR Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, 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	A*	`conf`	Heterogeneous-Branch Collaborative Learning for Dialogue Generation. AAAI Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2023	J	`jnl`	Heterogeneous-Branch Collaborative Learning for Dialogue Generation. CoRR Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2023	J	`jnl`	Stop filtering: Multi-view attribute-enhanced dialogue learning. Knowl. Based Syst. Yiwei Li, Bin Sun, Shaoxiong Feng, 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
2022	—	`conf`	A Context-Aware BERT Retrieval Framework Utilizing Abstractive Summarization. WI/IAT Min Pan, Teng Li, Chenghao Yang, Shuting Zhou, Shaoxiong Feng, Youbin Fang, Xingyu Li
2022	—	`conf`	Diversifying Neural Dialogue Generation via Negative Distillation. NAACL-HLT Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2022	J	`jnl`	Diversifying Neural Dialogue Generation via Negative Distillation. CoRR Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2022	—	`conf`	Hierarchical Inductive Transfer for Continual Dialogue Learning. ACL (Findings) Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2022	J	`jnl`	Hierarchical Inductive Transfer for Continual Dialogue Learning. CoRR Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2022	—	`conf`	Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. EMNLP (Findings) Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li
2022	J	`jnl`	Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. CoRR Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li
2022	J	`jnl`	Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning. CoRR Yiwei Li, Bin Sun, Shaoxiong Feng, Kan Li
2022	J	`jnl`	THINK: A novel conversation model for generating grammatically correct and coherent responses. Knowl. Based Syst. Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
2021	A*	`conf`	Collaborative Group Learning. AAAI Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun
2021	—	`conf`	Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. ACL/IJCNLP (1) Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
2021	J	`jnl`	Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders. CoRR Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
2021	A*	`conf`	Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. AAAI Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2021	J	`jnl`	Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. CoRR Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2021	J	`jnl`	THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses. CoRR Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
2020	J	`jnl`	Collaborative Group Learning. CoRR Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun
2020	A*	`conf`	Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network. AAAI Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin
2020	J	`jnl`	Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network. CoRR Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin
2020	—	`conf`	Regularizing Dialogue Generation by Imitating Implicit Scenarios. EMNLP (1) Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun
2020	J	`jnl`	Regularizing Dialogue Generation by Imitating Implicit Scenarios. CoRR Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun