Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer. - Haoshu Fang; Guansong Lu; Xiaolin Fang 002; Jianwen Xie; Yu-Wing Tai; Cewu Lu (CVPR, 2018)

Guiding the One-to-One Mapping in CycleGAN via Optimal Transport. - Guansong Lu; Zhiming Zhou 001; Yuxuan Song; Kan Ren; Yong Yu 001 (AAAI, 2019)

AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods. - Zhiming Zhou 001; Qingru Zhang; Guansong Lu; Hongwei Wang 004; Weinan Zhang 001; Yong Yu 001 (ICLR (Poster), 2019)

Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency. - Guansong Lu; Zhiming Zhou 001; Jian Shen 003; Cheng Chen 015; Weinan Zhang 001; Yong Yu 001 (CoRR, 2020)

Sobolev Wasserstein GAN. - Minkai Xu; Zhiming Zhou 001; Guansong Lu; Jian Tang 005; Weinan Zhang 001; Yong Yu 001 (CoRR, 2020)

ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation. - Jianan Wang; Guansong Lu; Hang Xu 004; Zhenguo Li; Chunjing Xu; Yanwei Fu 001 (CVPR, 2022)

FILIP: Fine-grained Interactive Language-Image Pre-Training. - Lewei Yao; Runhui Huang; Lu Hou 002; Guansong Lu; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Zhenguo Li; Xin Jiang 002; Chunjing Xu (ICLR, 2022)

Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; Niu Minzhe; Xiaodan Liang; Lewei Yao; Runhui Huang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu; Hang Xu 004 (NeurIPS, 2022)

Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu (CoRR, 2022)

3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. - Zutao Jiang; Guansong Lu; Xiaodan Liang; Jihua Zhu; Wei Zhang 196; Xiaojun Chang; Hang Xu 004 (AAAI, 2023)

DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability. - Runhui Huang; Jianhua Han; Guansong Lu; Xiaodan Liang; Yihan Zeng; Wei Zhang 196; Hang Xu 004 (ICCV, 2023)

Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. - Cuican Yu; Guansong Lu; Yihan Zeng; Jian Sun 009; Xiaodan Liang; Huibin Li; Zongben Xu; Songcen Xu; Wei Zhang 196; Hang Xu 004 (ICCV, 2023)

DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment. - Xujie Zhang; Binbin Yang; Michael C. Kampffmeyer; Wenqing Zhang; Shiyue Zhang; Guansong Lu; Liang Lin; Hang Xu 004; Xiaodan Liang (ICCV, 2023)

Entity-Level Text-Guided Image Manipulation. - Yikai Wang 002; Jianan Wang; Guansong Lu; Hang Xu 004; Zhenguo Li; Wei Zhang 196; Yanwei Fu 001 (CoRR, 2023)

Boosting Text-to-Image Diffusion Models with Fine-Grained Semantic Rewards. - Guian Fang; Zutao Jiang; Jianhua Han; Guansong Lu; Hang Xu 004; Xiaodan Liang (CoRR, 2023)

LayerDiff: Exploring Text-Guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model. - Runhui Huang; Kaixin Cai; Jianhua Han; Xiaodan Liang; Renjing Pei; Guansong Lu; Songcen Xu; Wei Zhang 196; Hang Xu 004 (ECCV (76), 2024)

PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion. - Guansong Lu; Yuanfan Guo; Jianhua Han; Minzhe Niu; Yihan Zeng; Songcen Xu; Zeyi Huang; Zhao Zhong; Wei Zhang 196; Hang Xu 004 (ECCV (45), 2024)

ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance. - Chunwei Wang; Guansong Lu; Junwei Yang; Runhui Huang; Jianhua Han; Lu Hou 002; Wei Zhang 196; Hang Xu 004 (CoRR, 2024)

EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation. - Zihao Zhang; Haoran Chen; Haoyu Zhao; Guansong Lu; Yanwei Fu 001; Hang Xu 004; Zuxuan Wu (CVPR, 2025)

DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation. - Haoyu Zhao; Zhongang Qi; Cong Wang 018; Qingping Zheng; Guansong Lu; Fei Chen; Hang Xu 004; Zuxuan Wu (CoRR, 2025)

ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement. - Runhui Huang; Chunwei Wang; Junwei Yang; Guansong Lu; Yunlong Yuan; Jianhua Han; Lu Hou 002; Wei Zhang 196; Lanqing Hong; Hengshuang Zhao; Hang Xu 004 (CoRR, 2025)