Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning. - Rui Qian; Yunchao Wei; Honghui Shi; Jiachen Li 003; Jiaying Liu 001; Thomas S. Huang (AAAI, 2019)

SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection. - Xiaofan Zhang 001; Cong Hao; Haoming Lu; Jiachen Li 003; Yuhong Li; Yuchen Fan; Kyle Rupnow; Jinjun Xiong; Thomas S. Huang; Honghui Shi; Wen-Mei Hwu; Deming Chen (CoRR, 2019)

SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems. - Xiaofan Zhang 001; Haoming Lu; Cong Hao; Jiachen Li 003; Bowen Cheng; Yuhong Li; Kyle Rupnow; Jinjun Xiong; Thomas S. Huang; Honghui Shi; Wen-Mei Hwu; Deming Chen (MLSys, 2020)

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection. - Jiachen Li 003; Bowen Cheng; Rogério Feris; Jinjun Xiong; Thomas S. Huang; Wen-Mei Hwu; Humphrey Shi (CVPR Workshops, 2021)

RSCA: Real-Time Segmentation-Based Context-Aware Scene Text Detection. - Jiachen Li 003; Yuan Lin; Rongrong Liu; Chiu Man Ho; Humphrey Shi (CVPR Workshops, 2021)

Escaping the Big Data Paradigm with Compact Transformers. - Ali Hassani 001; Steven Walton 001; Nikhil Shah; Abulikemu Abuduweili; Jiachen Li 003; Humphrey Shi (CoRR, 2021)

MSN: Efficient Online Mask Selection Network for Video Instance Segmentation. - Vidit Goel; Jiachen Li 003; Shubhika Garg; Harsh Maheshwari; Humphrey Shi (CoRR, 2021)

Point-to-Box Network for Accurate Object Detection via Single Point Supervision. - Pengfei Chen 004; Xuehui Yu; Xumeng Han; Najmul Hassan; Kai Wang 058; Jiachen Li 003; Jian Zhao 006; Humphrey Shi; Zhenjun Han; Qixiang Ye (ECCV (9), 2022)

Neighborhood Attention Transformer. - Ali Hassani 001; Steven Walton 001; Jiachen Li 003; Shen Li; Humphrey Shi (CVPR, 2023)

OneFormer: One Transformer to Rule Universal Image Segmentation. - Jitesh Jain; Jiachen Li 003; MangTik Chiu; Ali Hassani 001; Nikita Orlov; Humphrey Shi (CVPR, 2023)

ConvMLP: Hierarchical Convolutional MLPs for Vision. - Jiachen Li 003; Ali Hassani 001; Steven Walton 001; Humphrey Shi (CVPR Workshops, 2023)

VideoMatt: A Simple Baseline for Accessible Real-Time Video Matting. - Jiachen Li 003; Marianna Ohanyan; Vidit Goel; Shant Navasardyan; Yunchao Wei; Humphrey Shi (CVPR Workshops, 2023)

SeMask: Semantically Masked Transformers for Semantic Segmentation. - Jitesh Jain; Anukriti Singh; Nikita Orlov; Zilong Huang; Jiachen Li 003; Steven Walton 001; Humphrey Shi (ICCV (Workshops), 2023)

Matting Anything. - Jiachen Li 003; Jitesh Jain; Humphrey Shi (CVPR Workshops, 2024)

CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts. - Jiachen Li 003; Xinyao Wang; Sijie Zhu; Chia-Wen Kuo; Lu Xu; Fan Chen; Jitesh Jain; Humphrey Shi; Longyin Wen (NeurIPS, 2024)

VMFormer: End-to-End Video Matting with Transformer. - Jiachen Li 003; Vidit Goel; Marianna Ohanyan; Shant Navasardyan; Yunchao Wei; Humphrey Shi (WACV, 2024)

Video Instance Matting. - Jiachen Li 003; Roberto Henschel; Vidit Goel; Marianna Ohanyan; Shant Navasardyan; Humphrey Shi (WACV, 2024)

Deployable and Generalizable Motion Prediction: Taxonomy, Open Challenges and Future Directions. - Letian Wang; Marc-Antoine Lavoie; Sandro Papais; Barza Nisar; Yuxiao Chen 008; Wenhao Ding; Boris Ivanovic; Hao Shao; Abulikemu Abuduweili; Evan Cook; Yang Zhou 019; Péter Karkus; et al. (CoRR, 2025)