Generating Major Types of Chinese Classical Poetry in a Uniformed Framework. - Jinyi Hu; Maosong Sun 001 (LREC, 2020)

Towards Interpretable Natural Language Understanding with Explanations as Latent Variables. - Wangchunshu Zhou; Jinyi Hu; Hanlin Zhang 002; Xiaodan Liang; Maosong Sun 001; Chenyan Xiong; Jian Tang 005 (NeurIPS, 2020)

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. - Huimin Chen; Yankai Lin; Fanchao Qi; Jinyi Hu; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (AAAI, 2021)

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. - Jinyi Hu; Xiaoyuan Yi; Wenhao Li 003; Maosong Sun 001; Xing Xie 001 (EMNLP (Findings), 2022)

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. - Wenhao Li 003; Xiaoyuan Yi; Jinyi Hu; Maosong Sun 001; Xing Xie 001 (EMNLP, 2022)

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. - Jinyi Hu; Xiaoyuan Yi; Wenhao Li 003; Maosong Sun 001; Xing Xie 001 (NAACL-HLT, 2022)

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots. - Jinyi Hu; Xu Han 007; Xiaoyuan Yi; Yutong Chen; Wenhao Li 003; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants. - Tianyu Yu 002; Jinyi Hu; Yuan Yao 013; Haoye Zhang; Yue Zhao; Chongyi Wang; Shan Wang 015; Yinxv Pan; Jiao Xue; Dahai Li; Zhiyuan Liu 001; Hai-Tao Zheng 002; et al. (CoRR, 2023)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001; Tat-Seng Chua (CoRR, 2023)

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems. - Chaoqun He; Renjie Luo; Yuzhuo Bai; Shengding Hu; Zhen Leng Thai; Junhao Shen; Jinyi Hu; Xu Han 007; Yujie Huang; Yuxiang Zhang; Jie Liu; Lei Qi; et al. (ACL (1), 2024)

Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Shiji Song; Yuan Yao 013; Gao Huang 001 (CVPR, 2024)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001 (CVPR, 2024)

AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Rui Lu; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Yuan Yao 013; Gao Huang 001 (ECCV (16), 2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. - Jinyi Hu; Yuan Yao 013; Chongyi Wang; Shan Wang 015; Yinxu Pan; Qianyu Chen; Tianyu Yu 002; Hanghao Wu; Yue Zhao; Haoye Zhang; Xu Han 007; Yankai Lin; et al. (ICLR, 2024)

scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis. - Haiyang Bian; Yixin Chen; Xiaomin Dong; Chen Li 001; Minsheng Hao; Sijie Chen; Jinyi Hu; Maosong Sun 001; Lei Wei; Xuegong Zhang (RECOMB, 2024)

Exploring Perceptual Limitation of Multimodal Large Language Models. - Jiarui Zhang 002; Jinyi Hu; Mahyar Khayatkhoei; Filip Ilievski; Maosong Sun 001 (CoRR, 2024)

LEGENT: Open Platform for Embodied Agents. - Zhili Cheng; Zhitong Wang; Jinyi Hu; Shengding Hu; An Liu; Yuge Tu; Pengkai Li; Lei Shi; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Shiji Song; Yuan Yao 011; Gao Huang 001 (CoRR, 2024)

GUICourse: From General Vision Language Models to Versatile GUI Agents. - Wentong Chen; Junbo Cui; Jinyi Hu; Yujia Qin; Junjie Fang; Yue Zhao; Chongyi Wang; Jun Liu; Guirong Chen; Yupeng Huo; Yuan Yao 013; Yankai Lin; et al. (CoRR, 2024)

AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Rui Lu; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Yuan Yao 011; Gao Huang 001 (CoRR, 2024)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Yunhao Fang; et al. (CoRR, 2024)

ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. - Jinyi Hu; Shengding Hu; Yuxuan Song; Yufei Huang 008; Mingxuan Wang; Hao Zhou 012; Zhiyuan Liu 001; Wei-Ying Ma; Maosong Sun 001 (CoRR, 2024)

Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions. - Jiarui Zhang 002; Ollie Liu; Tianyu Yu; Jinyi Hu; Willie Neiswanger (CoRR, 2024)

GUICourse: From General Vision Language Model to Versatile GUI Agent. - Wentong Chen; Junbo Cui; Jinyi Hu; Yujia Qin; Junjie Fang; Yue Zhao; Chongyi Wang; Jun Liu; Guirong Chen; Yupeng Huo; Yuan Yao; Yankai Lin; et al. (ACL (1), 2025)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Haotian Tang; et al. (CVPR, 2025)

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents. - Zhili Cheng; Yuge Tu; Ran Li; Shiqi Dai; Jinyi Hu; Shengding Hu; Jiahao Li; Yang Shi; Tianyu Yu 002; Weize Chen; Lei Shi; Maosong Sun 001 (CoRR, 2025)

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer. - Yecheng Wu; Junyu Chen 003; Zhuoyang Zhang; Enze Xie; Jincheng Yu; Junsong Chen; Jinyi Hu; Yao Lu 006; Song Han 003; Han Cai (CoRR, 2025)