Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation. - Zunnan Xu; Zhihong Chen; Yong Zhang 034; Yibing Song; Xiang Wan; Guanbin Li (ICCV, 2023)

Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control. - Zunnan Xu; Yachao Zhang 001; Sicheng Yang; Ronghui Li; Xiu Li 001 (AAAI, 2024)

MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension. - Ting Liu; Zunnan Xu; Yue Hu; Liangtao Shi; Zhiqiang Wang; Quanjun Yin (EMNLP, 2024)

FreeTalker: Controllable Speech and Text-Driven Gesture Generation Based on Diffusion Models for Enhanced Speaker Naturalness. - Sicheng Yang; Zunnan Xu; Haiwei Xue; Yongkang Cheng; Shaoli Huang; Mingming Gong; Zhiyong Wu 001 (ICASSP, 2024)

BATON: Aligning Text-to-Audio Model Using Human Preference Feedback. - Huan Liao; Haonan Han; Kai Yang; Tianjiao Du; Rui Yang 010; Qinmei Xu; Zunnan Xu; Jingquan Liu; Jiasheng Lu; Xiu Li 001 (IJCAI, 2024)

Consistent123: One Image to Highly Consistent 3D Asset Using Case-Aware Diffusion Priors. - Yukang Lin; Haonan Han; Chaoqun Gong; Zunnan Xu; Yachao Zhang 001; Xiu Li 001 (ACM Multimedia, 2024)

MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models. - Zunnan Xu; Yukang Lin; Haonan Han; Sicheng Yang; Ronghui Li; Yachao Zhang 001; Xiu Li 001 (NeurIPS, 2024)

BATON: Aligning Text-to-Audio Model with Human Preference Feedback. - Huan Liao; Haonan Han; Kai Yang; Tianjiao Du; Rui Yang 010; Zunnan Xu; Qinmei Xu; Jingquan Liu; Jiasheng Lu; Xiu Li 001 (CoRR, 2024)

Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference. - Ting Liu; Xuyang Liu; Liangtao Shi; Zunnan Xu; Siteng Huang; Yi Xin; Quanjun Yin (CoRR, 2024)

REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment. - Haonan Han; Rui Yang 010; Huan Liao; Jiankai Xing; Zunnan Xu; Xiaoming Yu; Junwei Zha; Xiu Li 001; Wanhua Li 001 (CoRR, 2024)

V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results. - Jiaqi Wang 003; Yuhang Zang; Pan Zhang 001; Tao Chu; Yuhang Cao; Zeyi Sun 002; Ziyu Liu; Xiaoyi Dong; Tong Wu; Dahua Lin; Zeming Chen 002; Zhi Wang; et al. (CoRR, 2024)

Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation. - Xiaoyu Jin; Zunnan Xu; Mingwen Ou; Wenming Yang (CoRR, 2024)

HunyuanVideo: A Systematic Framework For Large Video Generative Models. - Weijie Kong; Qi Tian 001; Zijian Zhang 002; Rox Min; Zuozhuo Dai; Jin Zhou; Jiangfeng Xiong; Xin Li; Bo Wu; Jianwei Zhang; Kathrina Wu; Qin Lin; et al. (CoRR, 2024)

Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation. - Jiaqi Huang; Zunnan Xu; Ting Liu; Yong Liu; Haonan Han; Kehong Yuan; Xiu Li 001 (AAAI, 2025)

AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward. - Haonan Han; Xiangzuo Wu; Huan Liao; Zunnan Xu; Zhongyuan Hu; Ronghui Li; Yachao Zhang 001; Xiu Li 001 (CVPR, 2025)

HunyuanPortrait: Implicit Condition Control for Enhanced Portrait Animation. - Zunnan Xu; Zhentao Yu; Zixiang Zhou; Jun Zhou; Xiaoyu Jin; Fa-Ting Hong; Xiaozhong Ji; Junwei Zhu; Chengfei Cai; Shiyu Tang; Qin Lin; Xiu Li 001; et al. (CVPR, 2025)

FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model. - Jun Zhou; Jiahao Li; Zunnan Xu; Hanhui Li; Yiji Cheng; Fa-Ting Hong; Qin Lin; Qinglin Lu; Xiaodan Liang (CVPR, 2025)

Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation. - Fa-Ting Hong; Zunnan Xu; Zixiang Zhou; Jun Zhou; Xiu Li 001; Qin Lin; Qinglin Lu; Dan Xu (CoRR, 2025)

Separate to Collaborate: Dual-Stream Diffusion Model for Coordinated Piano Hand Motion Synthesis. - Zihao Liu; Mingwen Ou; Zunnan Xu; Jiaqi Huang; Haonan Han; Ronghui Li; Xiu Li 001 (CoRR, 2025)

InterAnimate: Taming Region-aware Diffusion Model for Realistic Human Interaction Animation. - Yukang Lin; Yan Hong 001; Zunnan Xu; Xindi Li; Chao Xu; Chuanbiao Song; Ronghui Li; Haoxing Chen; Jun Lan; Huijia Zhu; Weiqiang Wang 002; Jianfu Zhang 003; et al. (CoRR, 2025)

SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning. - Jiaqi Huang; Zunnan Xu; Jun Zhou; Ting Liu; Yicheng Xiao; Mingwen Ou; Bowen Ji; Xiu Li 001; Kehong Yuan (CoRR, 2025)

HaploOmni: Unified Single Transformer for Multimodal Video Understanding and Generation. - Yicheng Xiao; Lin Song 002; Rui Yang 010; Cheng Cheng; Zunnan Xu; Zhaoyang Zhang 004; Yixiao Ge; Xiu Li 001; Ying Shan (CoRR, 2025)