In Defense of Single-column Networks for Crowd Counting. - Ze Wang 008; Zehao Xiao; Kai Xie; Qiang Qiu 001; Xiantong Zhen; Xianbin Cao 001 (BMVC, 2018)

The Structure Transfer Machine Theory and Applications. - Baochang Zhang 001; Lian Zhuo; Ze Wang 008; Jungong Han; Xiantong Zhen (CoRR, 2018)

LaneNet: Real-Time Lane Detection Networks for Autonomous Driving. - Ze Wang 008; Weiqiang Ren; Qiang Qiu 001 (CoRR, 2018)

Range Adaptation for 3D Object Detection in LiDAR. - Ze Wang 008; Sihao Ding 002; Ying Li; Minming Zhao; Sohini Roychowdhury; Andreas Wallin; Guillermo Sapiro; Qiang Qiu 001 (ICCV Workshops, 2019)

Domain-invariant Learning using Adaptive Filter Decomposition. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (CoRR, 2019)

Stochastic Conditional Generative Networks with Basis Decomposition. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (ICLR, 2020)

A Dictionary Approach to Domain-Invariant Learning in Deep Networks. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (NeurIPS, 2020)

ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (CoRR, 2020)

The Structure Transfer Machine Theory and Applications. - Baochang Zhang 001; Wankou Yang; Ze Wang 008; Lian Zhuo; Jungong Han; Xiantong Zhen (IEEE Trans. Image Process., 2020)

Using Text To Teach Image Retrieval. - Haoyu Dong 003; Ze Wang 008; Qiang Qiu 001; Guillermo Sapiro (CVPR Workshops, 2021)

Adaptive Convolutions with Per-pixel Dynamic Filter Atom. - Ze Wang 008; Zichen Miao; Jun Hu; Qiang Qiu 001 (ICCV, 2021)

Cirrus: A Long-range Bi-pattern LiDAR Dataset. - Ze Wang 008; Sihao Ding 002; Ying Li; Jonas Fenn; Sohini Roychowdhury; Andreas Wallin; Lane Martin; Scott Ryvola; Guillermo Sapiro; Qiang Qiu 001 (ICRA, 2021)

Spatiotemporal Joint Filter Decomposition in 3D Convolutional Neural Networks. - Zichen Miao; Ze Wang 008; Xiuyuan Cheng; Qiang Qiu 001 (NeurIPS, 2021)

Image Generation using Continuous Filter Atoms. - Ze Wang 008; Seunghyun Hwang; Zichen Miao; Qiang Qiu 001 (NeurIPS, 2021)

Learning to Learn Dense Gaussian Processes for Few-Shot Learning. - Ze Wang 008; Zichen Miao; Xiantong Zhen; Qiang Qiu 001 (NeurIPS, 2021)

Continual Learning with Filter Atom Swapping. - Zichen Miao; Ze Wang 008; Wei Chen 124; Qiang Qiu 001 (ICLR, 2022)

Binary Latent Diffusion. - Ze Wang 008; Jiang Wang 012; Zicheng Liu 001; Qiang Qiu 001 (CVPR, 2023)

Energy-Inspired Self-Supervised Pretraining for Vision Models. - Ze Wang 008; Jiang Wang 012; Zicheng Liu 001; Qiang Qiu 001 (ICLR, 2023)

Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding. - Ze Wang 008; Yue Lu; Qiang Qiu 001 (WACV, 2023)

Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning. - Zichen Miao; Jiang Wang 012; Ze Wang 008; Zhengyuan Yang; Lijuan Wang; Qiang Qiu 001; Zicheng Liu 001 (CVPR, 2024)

Constructing Concept-Based Models to Mitigate Spurious Correlations with Minimal Human Effort. - Jeeyung Kim; Ze Wang 008; Qiang Qiu 001 (ECCV (80), 2024)

Model-Agnostic Human Preference Inversion in Diffusion Models. - Jeeyung Kim; Ze Wang 008; Qiang Qiu 001 (CoRR, 2024)

Conditional Text-to-Image Generation with Reference Guidance. - Taewook Kim; Ze Wang 008; Zhengyuan Yang; Jiang Wang 012; Lijuan Wang; Zicheng Liu 001; Qiang Qiu 001 (CoRR, 2024)

Self-Taught Agentic Long Context Understanding. - Yufan Zhuang; Xiaodong Yu; Jialian Wu; Ximeng Sun; Ze Wang 008; Jiang Liu 014; Yusheng Su; Jingbo Shang; Zicheng Liu 001; Emad Barsoum (ACL (1), 2025)

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer. - Hao Chen 102; Ze Wang 008; Xiang Li 106; Ximeng Sun; Fangyi Chen; Jiang Liu 014; Jindong Wang 001; Bhiksha Raj; Zicheng Liu 001; Emad Barsoum (CVPR, 2025)

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization. - Zichen Miao; Zhengyuan Yang; Kevin Lin; Ze Wang 008; Zicheng Liu 001; Lijuan Wang; Qiang Qiu 001 (ICLR, 2025)

Agent Laboratory: Using LLM Agents as Research Assistants. - Samuel Schmidgall; Yusheng Su; Ze Wang 008; Ximeng Sun; Jialian Wu; Xiaodong Yu; Jiang Liu 014; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Masked Autoencoders Are Effective Tokenizers for Diffusion Models. - Hao Chen; Yujin Han; Fangyi Chen; Xiang Li 001; Yidong Wang; Jindong Wang 001; Ze Wang 008; Zicheng Liu 001; Difan Zou; Bhiksha Raj (CoRR, 2025)

KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation. - Xingrui Wang; Jiang Liu 014; Ze Wang 008; Xiaodong Yu; Jialian Wu; Ximeng Sun; Yusheng Su; Alan L. Yuille; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

MOVi: Training-free Text-conditioned Multi-Object Video Generation. - Aimon Rahman; Jiang Liu 014; Ze Wang 008; Ximeng Sun; Jialian Wu; Xiaodong Yu; Yusheng Su; Vishal M. Patel; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Unleashing Hour-Scale Video Training for Long Video-Language Understanding. - Jingyang Lin; Jialian Wu; Ximeng Sun; Ze Wang 008; Jiang Liu 014; Yusheng Su; Xiaodong Yu; Hao Chen 102; Jiebo Luo 001; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation. - Ze Wang 008; Hao Chen 102; Benran Hu 003; Jiang Liu 014; Ximeng Sun; Jialian Wu; Yusheng Su; Xiaodong Yu; Emad Barsoum; Zicheng Liu 001 (CoRR, 2025)