Jinyi Hu

39 papers A* 7B 2Journal 24Unranked 6
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
2026 J jnl
CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning.
CoRR
Ran Li, Zeyuan Liu, Yinghao Chen, Bingxiang He, Jiarui Yuan, Zixuan Fu, Weize Chen, Jinyi Hu, Zhiyuan Liu, Maosong Sun
2026 J jnl
Exploring Perceptual Limitations of Multimodal LLMs on Small Visual Objects.
Trans. Mach. Learn. Res.
Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun
2025 J jnl
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer.
CoRR
Yecheng Wu, Junyu Chen, Zhuoyang Zhang, Enze Xie, Jincheng Yu, Junsong Chen, Jinyi Hu, Yao Lu, Song Han, Han Cai
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 — conf
GUICourse: From General Vision Language Model to Versatile GUI Agent.
ACL (1)
Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun
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
Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience.
CoRR
Jiangjie Chen, Wenxiang Chen, Jiacheng Du, Jinyi Hu, Zhicheng Jiang, Allan Jie, Xiaoran Jin, Xing Jin, Chenggang Li, Wenlei Shi, Zhihong Wang, Mingxuan Wang, Chenrui Wei, Shufa Wei, Huajian Xin, Fan Yang, Weihao Gao, Zheng Yuan, Tianyang Zhan, Zeyu Zheng, Tianxi Zhou, Thomas Hanwen Zhu
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 — conf
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation.
ECCV (16)
Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang
2024 J jnl
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation.
CoRR
Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang
2024 J jnl
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions.
CoRR
Jiarui Zhang, Ollie Liu, Tianyu Yu, Jinyi Hu, Willie Neiswanger
2024 J jnl
Exploring Perceptual Limitation of Multimodal Large Language Models.
CoRR
Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Filip Ilievski, Maosong Sun
2024 J jnl
GUICourse: From General Vision Language Models to Versatile GUI Agents.
CoRR
Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, 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 A* conf
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages.
ICLR
Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun
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 — 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
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback.
CVPR
Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2024 A* conf
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis.
CVPR
Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Huang
2024 J jnl
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis.
CoRR
Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Huang
2024 B conf
scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis.
RECOMB
Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang
2023 J jnl
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots.
CoRR
Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun
2023 J jnl
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages.
CoRR
Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun
2023 J jnl
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback.
CoRR
Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua
2023 J jnl
Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants.
CoRR
Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Jiao Xue, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2022 A* conf
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention.
EMNLP
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie
2022 J jnl
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention.
CoRR
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie
2022 — conf
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation.
NAACL-HLT
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 J jnl
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation.
CoRR
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 — conf
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation.
EMNLP (Findings)
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2022 J jnl
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation.
CoRR
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie
2021 A* conf
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework.
AAAI
Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, Maosong Sun
2020 B conf
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework.
LREC
Jinyi Hu, Maosong Sun
2020 J jnl
Generating Major Types of Chinese Classical Poetry in a Uniformed Framework.
CoRR
Jinyi Hu, Maosong Sun
2020 A* conf
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
NeurIPS
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang
2020 J jnl
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
CoRR
Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang