Shengding Hu

58 papers A* 9B 1Journal 36Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer.
Trans. Mach. Learn. Res.
Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun
2025 A* conf
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules.
ICLR
Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen
2025 J jnl
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules.
CoRR
Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen
2025 — conf
AutoClean: LLMs Can Prepare Their Training Corpus.
NAACL (System Demonstrations)
Xingyu Shen, Shengding Hu, Xinrong Zhang, Xu Han, Xiaojun Meng, Jiansheng Wei, Zhiyuan Liu, Maosong Sun
2025 J jnl
EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents.
CoRR
Zhili Cheng, Yuge Tu, Ran Li, Shiqi Dai, Jinyi Hu, Shengding Hu, Jiahao Li, Yang Shi, Tianyu Yu, Weize Chen, Lei Shi, Maosong Sun
2025 J jnl
Optimal RoPE extension via Bayesian Optimization for training-free length generalization.
AI Open
Xinrong Zhang, Shengding Hu, Weilin Zhao, Huadong Wang, Xu Han, Chaoqun He, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2025 B conf
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models.
COLING
Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
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
mHC: Manifold-Constrained Hyper-Connections.
CoRR
Zhenda Xie, Yixuan Wei, Huanqi Cao, Chenggang Zhao, Chengqi Deng, Jiashi Li, Damai Dai, Huazuo Gao, Jiang Chang, Liang Zhao, Shangyan Zhou, Zhean Xu, Zhengyan Zhang, Wangding Zeng, Shengding Hu, Yuqing Wang, Jingyang Yuan, Lean Wang, Wenfeng Liang
2024 J jnl
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer.
CoRR
Jinyi Hu, Shengding Hu, Yuxuan Song, Yufei Huang, Mingxuan Wang, Hao Zhou, Zhiyuan Liu, Wei-Ying Ma, Maosong Sun
2024 A* conf
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models.
EMNLP
Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu
2024 J jnl
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models.
CoRR
Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu
2024 A* conf
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models.
EMNLP
Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Jie Zhou, Yunqi Ba, Jie Cai, Zhiyuan Liu, Maosong Sun
2024 J jnl
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models.
CoRR
Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Yunqi Ba, Jie Zhou, Jie Cai, Zhiyuan Liu, Maosong Sun
2024 — conf
LEGENT: Open Platform for Embodied Agents.
ACL (3)
Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun
2024 J jnl
LEGENT: Open Platform for Embodied Agents.
CoRR
Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun
2024 J jnl
MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
CoRR
Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Huarong Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun
2024 J jnl
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.
CoRR
Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, Xinrong Zhang, Zhen Leng Thai, Kai Zhang, Chongyi Wang, Yuan Yao, Chenyang Zhao, Jie Zhou, Jie Cai, Zhongwu Zhai, Ning Ding, Chao Jia, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun
2024 — conf
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.
ACL (1)
Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun
2024 J jnl
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.
CoRR
Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun
2024 A* conf
Predicting Emergent Abilities with Infinite Resolution Evaluation.
ICLR
Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2024 J jnl
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models.
CoRR
Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
2024 J jnl
States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly.
CoRR
Junhao Chen, Shengding Hu, Zhiyuan Liu, Maosong Sun
2024 J jnl
Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling.
CoRR
Yingfa Chen, Xinrong Zhang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun
2024 — conf
UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs.
ACL (3)
Chaoqun He, Renjie Luo, Shengding Hu, Ranchi Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs.
CoRR
Chaoqun He, Renjie Luo, Shengding Hu, Yuanqian Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition.
CoRR
Yufei Huang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun
2024 — conf
ınftyBench: Extending Long Context Evaluation Beyond 100K Tokens.
ACL (1)
Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun
2024 J jnl
∞Bench: Extending Long Context Evaluation Beyond 100K Tokens.
CoRR
Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun
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
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder.
CoRR
Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier
2023 A* conf
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.
EMNLP
Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023 J jnl
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.
CoRR
Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023 — conf
Exploring Lottery Prompts for Pre-trained Language Models.
ACL (1)
Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Haitao Zheng, Zhiyuan Liu, Pengjun Xie
2023 J jnl
Exploring Lottery Prompts for Pre-trained Language Models.
CoRR
Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie
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 — conf
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models.
ACL (demo)
Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun
2023 J jnl
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models.
CoRR
Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun
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
2023 J jnl
Unlock Predictable Scaling from Emergent Abilities.
CoRR
Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2023 — conf
Won't Get Fooled Again: Answering Questions with False Premises.
ACL (1)
Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun
2023 J jnl
Won't Get Fooled Again: Answering Questions with False Premises.
CoRR
Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun
2022 A* conf
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models.
EMNLP
Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu
2022 J jnl
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models.
CoRR
Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu
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
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.
ACL (1)
Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun
2022 — conf
OpenPrompt: An Open-source Framework for Prompt-learning.
ACL (demo)
Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Haitao Zheng, Maosong Sun
2022 — conf
Prototypical Verbalizer for Prompt-based Few-shot Tuning.
ACL (1)
Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
2022 J jnl
Prototypical Verbalizer for Prompt-based Few-shot Tuning.
CoRR
Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
2022 A* conf
Sparse Structure Search for Delta Tuning.
NeurIPS
Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
2022 J jnl
Sparse Structure Search for Parameter-Efficient Tuning.
CoRR
Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
2021 — conf
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.
ACL/IJCNLP (Findings)
Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun
2021 J jnl
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.
CoRR
Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Juanzi Li, Maosong Sun
2021 J jnl
OpenPrompt: An Open-source Framework for Prompt-learning.
CoRR
Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2020 A* conf
Graph Policy Network for Transferable Active Learning on Graphs.
NeurIPS
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2020 J jnl
Graph Policy Network for Transferable Active Learning on Graphs.
CoRR
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2020 J jnl
Graph neural networks: A review of methods and applications.
AI Open
Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun