DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Wanxiang Che; Yangming Li; Minheng Ni; Ting Liu 001 (AAAI, 2020)

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che (IJCAI, 2020)

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (CoRR, 2020)

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training. - Minheng Ni; Haoyang Huang; Lin Su; Edward Cui; Taroon Bharti; Lijuan Wang; Jianfeng Gao 001; Dongdong Zhang 001; Nan Duan (CoRR, 2020)

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Zhouyang Li; Wanxiang Che; Minheng Ni; Ting Liu 001 (AAAI, 2021)

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training. - Minheng Ni; Haoyang Huang; Lin Su; Edward Cui; Taroon Bharti; Lijuan Wang; Dongdong Zhang 001; Nan Duan (CVPR, 2021)

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Minheng Ni; Yangming Li; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN. - Minheng Ni; Chenfei Wu; Haoyang Huang; Daxin Jiang; Wangmeng Zuo; Nan Duan (CoRR, 2022)

Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization. - Libo Qin 001; Fuxuan Wei; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. - Shengming Yin; Chenfei Wu; Huan Yang 005; Jianfeng Wang; Xiaodong Wang 023; Minheng Ni; Zhengyuan Yang; Linjie Li; Shuguang Liu; Fan Yang 024; Jianlong Fu; Ming Gong 001; et al. (ACL (1), 2023)

NÜWA-LIP: Language-guided Image Inpainting with Defect-free VQGAN. - Minheng Ni; Xiaoming Li 002; Wangmeng Zuo (CVPR, 2023)

ImaginaryNet: Learning Object Detectors without Real Images and Annotations. - Minheng Ni; Zitong Huang; Kailai Feng; Wangmeng Zuo (ICLR, 2023)

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images. - Xiaodong Wang 023; Chenfei Wu; Shengming Yin; Minheng Ni; Jianfeng Wang; Linjie Li; Zhengyuan Yang; Fan Yang 024; Lijuan Wang; Zicheng Liu 001; Yuejian Fang; Nan Duan (IJCAI, 2023)

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. - Shengming Yin; Chenfei Wu; Huan Yang 005; Jianfeng Wang; Xiaodong Wang 023; Minheng Ni; Zhengyuan Yang; Linjie Li; Shuguang Liu; Fan Yang 024; Jianlong Fu; Gong Ming; et al. (CoRR, 2023)

Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models. - Minheng Ni; Yabo Zhang; Kailai Feng; Xiaoming Li 002; Yiwen Guo; Wangmeng Zuo (CoRR, 2023)

ORES: Open-Vocabulary Responsible Visual Synthesis. - Minheng Ni; Chenfei Wu; Xiaodong Wang 023; Shengming Yin; Lijuan Wang; Zicheng Liu 001; Nan Duan (AAAI, 2024)

Responsible Visual Editing. - Minheng Ni; Yeli Shen; Lei Zhang 006; Wangmeng Zuo (ECCV (22), 2024)

Multi-Attentional Distance for Zero-Shot Classification with Text-to-Image Diffusion Model. - Kailai Feng; Minheng Ni; Jiaxiu Jiang; Zhilu Zhang 001; Wangmeng Zuo (ICME, 2024)

StrokeNUWA - Tokenizing Strokes for Vector Graphic Synthesis. - Zecheng Tang; Chenfei Wu; Zekai Zhang; Minheng Ni; Shengming Yin; Yu Liu; Zhengyuan Yang; Lijuan Wang; Zicheng Liu 001; Juntao Li; Nan Duan (ICML, 2024)

AutoDirector: Online Auto-scheduling Agents for Multi-sensory Composition. - Minheng Ni; Chenfei Wu; Huaying Yuan; Zhengyuan Yang; Ming Gong 001; Lijuan Wang; Zicheng Liu 001; Wangmeng Zuo; Nan Duan (CoRR, 2024)

Don't Let Your Robot be Harmful: Responsible Robotic Manipulation. - Minheng Ni; Lei Zhang 006; Zihan Chen; Lei Zhang 071; Wangmeng Zuo (CoRR, 2024)

FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation. - Huaying Yuan; Ziliang Zhao; Shuting Wang 002; Shitao Xiao; Minheng Ni; Zheng Liu 011; Zhicheng Dou (COLING, 2025)

Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning. - Minheng Ni; Yutao Fan; Lei Zhang 006; Wangmeng Zuo (ICLR, 2025)

Measurement of LLM's Philosophies of Human Nature. - Minheng Ni; Ennan Wu; Zidong Gong; Zhengyuan Yang; Linjie Li; Chung-Ching Lin; Kevin Lin; Lijuan Wang; Wangmeng Zuo (CoRR, 2025)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning. - Minheng Ni; Zhengyuan Yang; Linjie Li; Chung-Ching Lin; Kevin Lin; Wangmeng Zuo; Lijuan Wang (CoRR, 2025)

MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM. - Bowen Dong; Minheng Ni; Zitong Huang; Guanglei Yang; Wangmeng Zuo; Lei Zhang 006 (CoRR, 2025)