Feifan Song

30 papers A* 5Misc 1Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis.
WWW
Feifan Song, Bofei Gao, Yifan Song, Yi Liu, Weimin Xiong, Yuyang Song, Tianyu Liu, Guoyin Wang, Houfeng Wang
2026 J jnl
TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions.
CoRR
Linli Yao, Yuancheng Wei, Yaojie Zhang, Lei Li, Xinlong Chen, Feifan Song, Ziyue Wang, Kun Ouyang, Yuanxin Liu, Lingpeng Kong, Qi Liu, Pengfei Wan, Kun Gai, Yuanxing Zhang, Xu Sun
2026 J jnl
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations.
CoRR
Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang
2025 — conf
ATLANTIS: Weak-to-Strong Learning via Importance Sampling.
ACL (1)
Yi Liu, Guoyin Wang, Shicheng Li, Feifan Song, Xu Sun
2025 — conf
Instantly Learning Preference Alignment via In-context DPO.
NAACL (Long Papers)
Feifan Song, Yuxuan Fan, Xin Zhang, Peiyi Wang, Houfeng Wang
2025 — conf
MPO: Boosting LLM Agents with Meta Plan Optimization.
EMNLP (Findings)
Weimin Xiong, Yifan Song, Qingxiu Dong, Bingchan Zhao, Feifan Song, Xun Wang, Sujian Li
2025 J jnl
MPO: Boosting LLM Agents with Meta Plan Optimization.
CoRR
Weimin Xiong, Yifan Song, Qingxiu Dong, Bingchan Zhao, Feifan Song, Xun Wang, Sujian Li
2025 J jnl
Mitigating Overthinking through Reasoning Shaping.
CoRR
Feifan Song, Shaohang Wei, Bofei Gao, Yejie Wang, Wen Luo, Wei Li, Linli Yao, Weimin Xiong, Liang Chen, Tianyu Liu, Houfeng Wang
2025 — conf
Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation.
ACL (1)
Wen Luo, Feifan Song, Wei Li, Guangyue Peng, Shaohang Wei, Houfeng Wang
2025 J jnl
Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation.
CoRR
Wen Luo, Feifan Song, Wei Li, Guangyue Peng, Shaohang Wei, Houfeng Wang
2025 A* conf
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models.
ICLR
Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang
2025 J jnl
P-Aligner: Enabling Pre-Alignment of Language Models via Principled Instruction Synthesis.
CoRR
Feifan Song, Bofei Gao, Yifan Song, Yi Liu, Weimin Xiong, Yuyang Song, Tianyu Liu, Guoyin Wang, Houfeng Wang
2025 J jnl
TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios.
CoRR
Shaohang Wei, Wei Li, Feifan Song, Wen Luo, Tianyi Zhuang, Haochen Tan, Zhijiang Guo, Houfeng Wang
2025 — conf
Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning.
ACL (Findings)
Bofei Gao, Yejie Wang, Yibo Miao, Ruoyu Wu, Feifan Song, Longhui Yu, Tianyu Liu, Baobao Chang
2025 — conf
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding.
ACL (Findings)
Feifan Song, Shaohang Wei, Wen Luo, Yuxuan Fan, Tianyu Liu, Guoyin Wang, Houfeng Wang
2025 J jnl
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding.
CoRR
Feifan Song, Shaohang Wei, Wen Luo, Yuxuan Fan, Tianyu Liu, Guoyin Wang, Houfeng Wang
2024 Misc conf
A Unified Framework for Multi-Intent Spoken Language Understanding with Prompting.
ICASSP
Feifan Song, Lianzhe Huang, Houfeng Wang
2024 J jnl
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization.
CoRR
Feifan Song, Yuxuan Fan, Xin Zhang, Peiyi Wang, Houfeng Wang
2024 J jnl
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.
CoRR
Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang
2024 A* conf
Preference Ranking Optimization for Human Alignment.
AAAI
Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang
2024 — conf
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment.
LREC/COLING
Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li
2024 J jnl
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment.
CoRR
Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li
2024 J jnl
Towards a Unified View of Preference Learning for Large Language Models: A Survey.
CoRR
Bofei Gao, Feifan Song, Yibo Miao, Zefan Cai, Zhe Yang, Liang Chen, Helan Hu, Runxin Xu, Qingxiu Dong, Ce Zheng, Wen Xiao, Ge Zhang, Daoguang Zan, Keming Lu, Bowen Yu, Dayiheng Liu, Zeyu Cui, Jian Yang, Lei Sha, Houfeng Wang, Zhifang Sui, Peiyi Wang, Tianyu Liu, Baobao Chang
2023 J jnl
API-Bank: A Benchmark for Tool-Augmented LLMs.
CoRR
Minghao Li, Feifan Song, Bowen Yu, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
2023 A* conf
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.
EMNLP
Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
2023 J jnl
Making Large Language Models Better Reasoners with Alignment.
CoRR
Peiyi Wang, Lei Li, Liang Chen, Feifan Song, Binghuai Lin, Yunbo Cao, Tianyu Liu, Zhifang Sui
2023 J jnl
Preference Ranking Optimization for Human Alignment.
CoRR
Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang
2022 J jnl
A Unified Framework for Multi-intent Spoken Language Understanding with prompting.
CoRR
Feifan Song, Lianzhe Huang, Houfeng Wang
2022 A* conf
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy.
SIGIR
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua
2022 J jnl
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy.
CoRR
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua