Yuxian Gu

42 papers A* 6Journal 31Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM-in-Sandbox Elicits General Agentic Intelligence.
CoRR
Daixuan Cheng, Shaohan Huang, Yuxian Gu, Huatong Song, Guoxin Chen, Li Dong, Wayne Xin Zhao, Ji-Rong Wen, Furu Wei
2026 — conf
Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter.
ASPLOS (2)
Qinghao Hu, Shang Yang, Junxian Guo, Xiaozhe Yao, Yujun Lin, Yuxian Gu, Han Cai, Chuang Gan, Ana Klimovic, Song Han
2025 A* conf
Data Selection via Optimal Control for Language Models.
ICLR
Yuxian Gu, Li Dong, Hongning Wang, Yaru Hao, Qingxiu Dong, Furu Wei, Minlie Huang
2025 J jnl
Data-Efficient RLVR via Off-Policy Influence Guidance.
CoRR
Erle Zhu, Dazhi Jiang, Yuan Wang, Xujun Li, Jiale Cheng, Yuxian Gu, Yilin Niu, Aohan Zeng, Jie Tang, Minlie Huang, Hongning Wang
2025 J jnl
Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search.
CoRR
Yuxian Gu, Qinghao Hu, Shang Yang, Haocheng Xi, Junyu Chen, Song Han, Han Cai
2025 A* conf
MiniPLM: Knowledge Distillation for Pre-training Language Models.
ICLR
Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang
2025 A* conf
NVILA: Efficient Frontier Visual Language Models.
CVPR
Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu
2025 J jnl
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.
Trans. Mach. Learn. Res.
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2025 J jnl
Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter.
CoRR
Qinghao Hu, Shang Yang, Junxian Guo, Xiaozhe Yao, Yujun Lin, Yuxian Gu, Han Cai, Chuang Gan, Ana Klimovic, Song Han
2025 J jnl
Trust-Region Adaptive Policy Optimization.
CoRR
Mingyu Su, Jian Guan, Yuxian Gu, Minlie Huang, Hongning Wang
2024 J jnl
Data Selection via Optimal Control for Language Models.
CoRR
Yuxian Gu, Li Dong, Hongning Wang, Yaru Hao, Qingxiu Dong, Furu Wei, Minlie Huang
2024 J jnl
Direct Preference Knowledge Distillation for Large Language Models.
CoRR
Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei
2024 A* conf
Instruction Pre-Training: Language Models are Supervised Multitask Learners.
EMNLP
Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024 J jnl
Instruction Pre-Training: Language Models are Supervised Multitask Learners.
CoRR
Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024 A* conf
MiniLLM: Knowledge Distillation of Large Language Models.
ICLR
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2024 J jnl
MiniPLM: Knowledge Distillation for Pre-Training Language Models.
CoRR
Yuxian Gu, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang
2024 J jnl
NVILA: Efficient Frontier Visual Language Models.
CoRR
Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Vishwesh Nath, Jinyi Hu, Sifei Liu, Ranjay Krishna, Daguang Xu, Xiaolong Wang, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu
2024 J jnl
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.
CoRR
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2024 J jnl
Towards Optimal Learning of Language Models.
CoRR
Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei
2023 J jnl
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training.
Mach. Intell. Res.
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang
2023 J jnl
Knowledge Distillation of Large Language Models.
CoRR
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2023 — conf
Pre-Training to Learn in Context.
ACL (1)
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2023 J jnl
Pre-Training to Learn in Context.
CoRR
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2022 J jnl
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training.
CoRR
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang
2022 A* conf
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization.
EMNLP
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization.
CoRR
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Many-Class Text Classification with Matching.
CoRR
Yi Song, Yuxian Gu, Minlie Huang
2022 — conf
PPT: Pre-trained Prompt Tuning for Few-shot Learning.
ACL (1)
Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang
2022 J jnl
Structured Prompting: Scaling In-Context Learning to 1, 000 Examples.
CoRR
Yaru Hao, Yutao Sun, Li Dong, Zhixiong Han, Yuxian Gu, Furu Wei
2021 J jnl
CPM-2: Large-scale Cost-effective Pre-trained Language Models.
CoRR
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM-2: Large-scale cost-effective pre-trained language models.
AI Open
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM: A large-scale generative Chinese Pre-trained language model.
AI Open
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.
CoRR
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021 J jnl
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training.
CoRR
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang
2021 J jnl
PPT: Pre-trained Prompt Tuning for Few-shot Learning.
CoRR
Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang
2021 J jnl
Pre-Trained Models: Past, Present and Future.
CoRR
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2021 J jnl
Pre-trained models: Past, present and future.
AI Open
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
2020 J jnl
CPM: A Large-scale Generative Chinese Pre-trained Language Model.
CoRR
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2020 — conf
Train No Evil: Selective Masking for Task-Guided Pre-Training.
EMNLP (1)
Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2020 J jnl
Train No Evil: Selective Masking for Task-guided Pre-training.
CoRR
Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2019 — conf
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.
EMNLP/IJCNLP (1)
Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu
2019 J jnl
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.
CoRR
Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu