Yusheng Su

40 papers A* 3Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation.
CoRR
Yuzhen Zhou, Jiajun Li, Yusheng Su, Gowtham Ramesh, Zilin Zhu, Xiang Long, Chenyang Zhao, Jin Pan, Xiaodong Yu, Ze Wang, Kangrui Du, Jialian Wu, Ximeng Sun, Jiang Liu, Qiaolin Yu, Hao Chen, Zicheng Liu, Emad Barsoum
2025 — conf
Agent Laboratory: Using LLM Agents as Research Assistants.
EMNLP (Findings)
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, Emad Barsoum
2025 J jnl
Agent Laboratory: Using LLM Agents as Research Assistants.
CoRR
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum
2025 J jnl
Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation.
CoRR
Ze Wang, Hao Chen, Benran Hu, Jiang Liu, Ximeng Sun, Jialian Wu, Yusheng Su, Xiaodong Yu, Emad Barsoum, Zicheng Liu
2025 J jnl
Instella: Fully Open Language Models with Stellar Performance.
CoRR
Jiang Liu, Jialian Wu, Xiaodong Yu, Yusheng Su, Prakamya Mishra, Gowtham Ramesh, Sudhanshu Ranjan, Chaitanya Manem, Ximeng Sun, Ze Wang, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
2025 J jnl
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation.
CoRR
Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan L. Yuille, Zicheng Liu, Emad Barsoum
2025 J jnl
MOVi: Training-free Text-conditioned Multi-Object Video Generation.
CoRR
Aimon Rahman, Jiang Liu, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Yusheng Su, Vishal M. Patel, Zicheng Liu, Emad Barsoum
2025 — conf
Self-Taught Agentic Long Context Understanding.
ACL (1)
Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum
2025 J jnl
Self-Taught Agentic Long Context Understanding.
CoRR
Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum
2025 J jnl
Tool Learning with Foundation Models.
ACM Comput. Surv.
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun
2025 J jnl
Unleashing Hour-Scale Video Training for Long Video-Language Understanding.
CoRR
Jingyang Lin, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Xiaodong Yu, Hao Chen, Jiebo Luo, Zicheng Liu, Emad Barsoum
2024 A* conf
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.
ICLR
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chi-Min Chan, Heyang Yu, Yaxi Lu, Yi-Hsin Hung, Chen Qian, Yujia Qin, Xin Cong, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2024 — conf
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication.
EMNLP (Findings)
Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2024 J jnl
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication.
CoRR
Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
2024 — conf
ChatDev: Communicative Agents for Software Development.
ACL (1)
Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun
2024 A* conf
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.
ICLR
Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu
2024 J jnl
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models.
CoRR
Loka Li, Guangyi Chen, Yusheng Su, Zhenhao Chen, Yixuan Zhang, Eric P. Xing, Kun Zhang
2024 J jnl
Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning.
IEEE ACM Trans. Audio Speech Lang. Process.
Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou
2024 J jnl
Wind Load Characterization Considering Three Container Cranes in Array Arrangement.
IEEE Access
Dazhi Huang, Yusheng Su, Qing Wang, Zetan Gu, Jiaqi Cheng, Zhiyu Wei
2023 J jnl
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents.
CoRR
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023 J jnl
Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models.
CoRR
Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Zhiyuan Liu, Maosong Sun
2023 J jnl
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.
CoRR
Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu
2023 J jnl
Communicative Agents for Software Development.
CoRR
Chen Qian, Xin Cong, Cheng Yang, Weize Chen, Yusheng Su, Juyuan Xu, Zhiyuan Liu, Maosong Sun
2023 A* conf
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning.
EMNLP
Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun
2023 J jnl
Human Emotion Knowledge Representation Emerges in Large Language Model and Supports Discrete Emotion Inference.
CoRR
Ming Li, Yusheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Zhiyuan Liu, Dan Zhang
2023 J jnl
Parameter-efficient fine-tuning of large-scale pre-trained language models.
Nat. Mac. Intell.
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2023 J jnl
Tool Learning with Foundation Models.
CoRR
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun
2022 J jnl
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.
CoRR
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2022 — conf
Knowledge Inheritance for Pre-trained Language Models.
NAACL-HLT
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022 — conf
On Transferability of Prompt Tuning for Natural Language Processing.
NAACL-HLT
Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou
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
CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun
2021 J jnl
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models.
CoRR
Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun
2021 J jnl
CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models.
AI Open
Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun
2021 J jnl
Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning.
CoRR
Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou
2021 J jnl
Knowledge Inheritance for Pre-trained Language Models.
CoRR
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021 J jnl
On Transferability of Prompt Tuning for Natural Language Understanding.
CoRR
Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou
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 J jnl
Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models.
CoRR
Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun
2017 J jnl
基于稀疏编码与方向-尺度描述子的海马体自动分割 (Hippocampus Segmentation Based on Spare Coding and Orientation-Scale Descriptor).
计算机科学
Ying Liu, Minghui Zhang, Wei Yang, Zhentai Lu, Qianjin Feng, Yusheng Su