| 2026 | AAAI | D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs. | Shuochen Chang, Xiaofeng Zhang, Qingyang Liu, Li Niu |
| 2026 | AAAI | CareCom: Generative Image Composition with Calibrated Reference Features. | Jiaxuan Chen, Bo Zhang, Qingdong He, Jinlong Peng, Li Niu |
| 2026 | ACL | Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention. | Shuochen Chang, Tong Bai, Xiaofeng Zhang, Qianli Ma, Qingyang Liu, Zhaohe Liao, Yibo Miao, Li Niu |
| 2026 | WWW | Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment. | Qingyang Liu, Jiangtong Li, Zelin Peng, Shaobo Wang, Zhaohe Liao, Shuochen Chang, Bingjie Gao, Haonan Zhao, Mu Liu, Jidong Jiang, Li Niu |
| 2025 | CVPR | The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation. | Bingjie Gao, Xinyu Gao, Xiaoxue Wu, Yujie Zhou, Yu Qiao, Li Niu, Xinyuan Chen, Yaohui Wang |
| 2025 | CVPR | Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning. | Qianli Ma, Xuefei Ning, Dongrui Liu, Li Niu, Linfeng Zhang |
| 2025 | CVPR | Shadow Generation Using Diffusion Model with Geometry Prior. | Haonan Zhao, Qingyang Liu, Xinhao Tao, Li Niu, Guangtao Zhai |
| 2025 | ICCV | Light-a-Video: Training-Free Video Relighting via Progressive Light Fusion. | Yujie Zhou, Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Qidong Huang, Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Anyi Rao, Jiaqi Wang, Li Niu |
| 2025 | ICLR | Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities. | Yichen Wang, Yiyi Zhang, Xinhao Hu, Li Niu, Jianfu Zhang, Yasushi Makihara, Yasushi Yagi, Pai Peng, Wenlong Liao, Tao He, Junchi Yan, Liqing Zhang |
| 2025 | ICML | Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering. | Zhaohe Liao, Jiangtong Li, Siyu Sun, Qingyang Liu, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Guang Chen, Li Niu, Changjun Jiang, Liqing Zhang |
| 2025 | ISCAS | A novel current-balanced adaptive zero current detection scheme for Buck DC-DC converter. | Kai Shan Zheng, Li Niu, Ying Hou, Xiaosong Wang, Yu Liu |
| 2024 | AAAI | WeditGAN: Few-Shot Image Generation via Latent Space Relocation. | Yuxuan Duan, Li Niu, Yan Hong, Liqing Zhang |
| 2024 | AAAI | Painterly Image Harmonization by Learning from Painterly Objects. | Li Niu, Junyan Cao, Yan Hong, Liqing Zhang |
| 2024 | AAAI | Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles. | Li Niu, Yan Hong, Junyan Cao, Liqing Zhang |
| 2024 | AAAI | Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling. | Xinhao Tao, Junyan Cao, Yan Hong, Li Niu |
| 2024 | CVPR | Meta-Point Learning and Refining for Category-Agnostic Pose Estimation. | Junjie Chen, Jiebin Yan, Yuming Fang, Li Niu |
| 2024 | CVPR | Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering. | Zhaohe Liao, Jiangtong Li, Li Niu, Liqing Zhang |
| 2024 | CVPR | Shadow Generation for Composite Image Using Diffusion Model. | Qingyang Liu, Junqi You, Jianting Wang, Xinhao Tao, Bo Zhang, Li Niu |
| 2024 | ECCV | Unsupervised Exposure Correction. | Ruodai Cui, Li Niu, Guosheng Hu |
| 2024 | ECCV | COIN-Matting: Confounder Intervention for Image Matting. | Zhaohe Liao, Jiangtong Li, Jun Lan, Huijia Zhu, Weiqiang Wang, Li Niu, Liqing Zhang |
| 2024 | ICASSP | Arbitrary Style Transfer with Prototype-Based Channel Alignment. | Yan Hong, Li Niu, Jianfu Zhang |
| 2024 | WACV | Painterly Image Harmonization via Adversarial Residual Learning. | Xudong Wang, Li Niu, Junyan Cao, Yan Hong, Liqing Zhang |
| 2023 | AAAI | Painterly Image Harmonization in Dual Domains. | Junyan Cao, Yan Hong, Li Niu |
| 2023 | AAAI | Amodal Instance Segmentation via Prior-Guided Expansion. | Junjie Chen, Li Niu, Jianfu Zhang, Jianlou Si, Chen Qian, Liqing Zhang |
| 2023 | AAAI | Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation. | Yuxuan Duan, Yan Hong, Li Niu, Liqing Zhang |
| 2023 | AAAI | Isometric Manifold Learning Using Hierarchical Flow. | Ziqi Pan, Jianfu Zhang, Li Niu, Liqing Zhang |
| 2023 | AAAI | Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations. | Ziqi Pan, Li Niu, Liqing Zhang |
| 2023 | AAAI | Video Object of Interest Segmentation. | Siyuan Zhou, Chunru Zhan, Biao Wang, Tiezheng Ge, Yuning Jiang, Li Niu |
| 2023 | CVPR | Image Cropping with Spatial-aware Feature and Rank Consistency. | Chao Wang, Li Niu, Bo Zhang, Liqing Zhang |
| 2023 | ICCV | Deep Image Harmonization with Learnable Augmentation. | Li Niu, Junyan Cao, Wenyan Cong, Liqing Zhang |
| 2023 | ICCV | Knowledge Proxy Intervention for Deconfounded Video Question Answering. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2023 | ICCV | Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation. | Li Niu, Linfeng Tan, Xinhao Tao, Junyan Cao, Fengjun Guo, Teng Long, Liqing Zhang |
| 2023 | ICCV | Fine-grained Visible Watermark Removal. | Li Niu, Xing Zhao, Bo Zhang, Liqing Zhang |
| 2023 | ICCV | Foreground Object Search by Distilling Composite Image Feature. | Bo Zhang, Jiacheng Sui, Li Niu |
| 2023 | ICONIP | An Adaptive Auxiliary Training Method of Autoencoders and Its Application in Anomaly Detection. | Li Niu, Jiachun Liao, Feng Sha, Zhaokun Cheng, Yicheng Qiu |
| 2022 | AAAI | Inharmonious Region Localization by Magnifying Domain Discrepancy. | Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long |
| 2022 | AAAI | Shadow Generation for Composite Image in Real-World Scenes. | Yan Hong, Li Niu, Jianfu Zhang |
| 2022 | AAAI | Action-Aware Embedding Enhancement for Image-Text Retrieval. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2022 | BMVC | Deep Image Harmonization by Bridging the Reality Gap. | Junyan Cao, Wenyan Cong, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2022 | BMVC | Inharmonious Region Localization via Recurrent Self-Reasoning. | Penghao Wu, Li Niu, Jing Liang, Liqing Zhang |
| 2022 | BMVC | Inharmonious Region Localization with Auxiliary Style Feature. | Penghao Wu, Li Niu, Liqing Zhang |
| 2022 | BMVC | Visible Watermark Removal with Dynamic Kernel and Semantic-aware Propagation. | Xing Zhao, Li Niu, Liqing Zhang |
| 2022 | BMVC | Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary. | Siyuan Zhou, Li Niu, Jianlou Si, Chen Qian, Liqing Zhang |
| 2022 | CVPR | High-Resolution Image Harmonization via Collaborative Dual Transformations. | Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang |
| 2022 | CVPR | From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2022 | CVPR | Dual-path Image Inpainting with Auxiliary GAN Inversion. | Wentao Wang, Li Niu, Jianfu Zhang, Xue Yang, Liqing Zhang |
| 2022 | ECCV | DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta. | Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2022 | ECCV | Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features. | Bo Zhang, Li Niu, Xing Zhao, Liqing Zhang |
| 2022 | ECCV | Learning Object Placement via Dual-Path Graph Completion. | Siyuan Zhou, Liu Liu, Li Niu, Liqing Zhang |
| 2022 | IJCAI | Deep Video Harmonization With Color Mapping Consistency. | Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang |
| 2021 | AAAI | Activity Image-to-Video Retrieval by Disentangling Appearance and Motion. | Liu Liu, Jiangtong Li, Li Niu, Ruicong Xu, Liqing Zhang |
| 2021 | AAAI | Disentangled Information Bottleneck. | Ziqi Pan, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2021 | AAAI | Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination. | Zhijie Zhang, Yan Liu, Junjie Chen, Li Niu, Liqing Zhang |
| 2021 | BMVC | Image Composition Assessment with Saliency-augmented Multi-pattern Pooling. | Bo Zhang, Li Niu, Liqing Zhang |
| 2021 | ICCV | Parallel Multi-Resolution Fusion Network for Image Inpainting. | Wentao Wang, Jianfu Zhang, Li Niu, Haoyu Ling, Xue Yang, Liqing Zhang |
| 2020 | AAAI | Image Cropping with Composition and Saliency Aware Aesthetic Score Map. | Yi Tu, Li Niu, Weijie Zhao, Dawei Cheng, Liqing Zhang |
| 2020 | AAAI | A Proposal-Based Approach for Activity Image-to-Video Retrieval. | Ruicong Xu, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2020 | AAAI | Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition. | Yiyi Zhang, Li Niu, Ziqi Pan, Meichao Luo, Jianfu Zhang, Dawei Cheng, Liqing Zhang |
| 2020 | CVPR | DoveNet: Deep Image Harmonization via Domain Verification. | Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang |
| 2020 | CVPR | Learning From Web Data With Self-Organizing Memory Module. | Yi Tu, Li Niu, Junjie Chen, Dawei Cheng, Liqing Zhang |
| 2020 | MMM | Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism. | Ruicong Xu, Li Niu, Liqing Zhang |
| 2019 | ICONIP | Multi-person 3D Pose Estimation from Monocular Image Sequences. | Ran Li, Nayun Xu, Xutong Lu, Yucheng Xing, Haohua Zhao, Li Niu, Liqing Zhang |
| 2019 | PDCAT | Fault-Tolerant Logical Hadamard Gates Implementation in Reed-Muller Quantum Codes. | Dongxiao Quan, Li Niu, Lili Zhu, Changxing Pei |
| 2018 | CVPR | Learning From Noisy Web Data With Category-Level Supervision. | Li Niu, Qingtao Tang, Ashok Veeraraghavan, Ashutosh Sabharwal |
| 2018 | CVPR | Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification. | Li Niu, Ashok Veeraraghavan, Ashutosh Sabharwal |
| 2018 | CVPR | Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models. | Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang |
| 2018 | ICASSP | Sure-Based Dual Domain Image Denoising. | Zhiya Xu, Tao Dai, Li Niu, Jiawei Li, Qingtao Tang, Shu-Tao Xia |
| 2018 | ICASSP | Self -Paced Mixture of T Distribution Model. | Yang Zhang, Qingtao Tang, Li Niu, Tao Dai, Xi Xiao, Shu-Tao Xia |
| 2018 | ICIP | Portrait-Aware Artistic Style Transfer. | Yeli Xing, Jiawei Li, Tao Dai, Qingtao Tang, Li Niu, Shu-Tao Xia |
| 2017 | IJCAI | Robust Survey Aggregation with Student-t Distribution and Sparse Representation. | Qingtao Tang, Tao Dai, Li Niu, Yisen Wang, Shu-Tao Xia, Jianfei Cai |
| 2017 | IJCAI | Student-t Process Regression with Student-t Likelihood. | Qingtao Tang, Li Niu, Yisen Wang, Tao Dai, Wangpeng An, Jianfei Cai, Shu-Tao Xia |
| 2017 | VCIP | Action proposals using hierarchical clustering of super-trajectories. | Tianyi Zhang, Li Niu, Jianfei Cai, Alex C. Kot |
| 2016 | ECCV | Domain Adaptive Fisher Vector for Visual Recognition. | Li Niu, Jianfei Cai, Dong Xu |
| 2015 | CVPR | Visual recognition by learning from web data: A weakly supervised domain generalization approach. | Li Niu, Wen Li, Dong Xu |
| 2015 | ICCV | Multi-view Domain Generalization for Visual Recognition. | Li Niu, Wen Li, Dong Xu |
| 2014 | ECCV | Exploiting Privileged Information from Web Data for Image Categorization. | Wen Li, Li Niu, Dong Xu |
| 2014 | ECCV | Exploiting Low-Rank Structure from Latent Domains for Domain Generalization. | Zheng Xu, Wen Li, Li Niu, Dong Xu |
| 2014 | IECON | Improved predictive current control with static current error elimination for permanent magnet synchronous machine. | Geng Wang, Ming Yang, Li Niu, Xianguo Gui, Dianguo Xu |
| 2010 | GECCO | AOAB: automated optimization algorithm benchmarking. | Thomas Weise, Li Niu, Ke Tang |