Image Segmentation by Cascaded Region Agglomeration. - Zhile Ren; Gregory Shakhnarovich (CVPR, 2013)

Transient attributes for high-level understanding and editing of outdoor scenes. - Pierre-Yves Laffont; Zhile Ren; Xiaofeng Tao; Chao Qian 004; James Hays (ACM Trans. Graph., 2014)

Robust graph SLAM in dynamic environments with moving landmarks. - Lingzhu Xiang; Zhile Ren; Mengrui Ni; Odest Chadwicke Jenkins (IROS, 2015)

Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients. - Zhile Ren; Erik B. Sudderth (CVPR, 2016)

Cascaded Scene Flow Prediction Using Semantic Segmentation. - Zhile Ren; Deqing Sun; Jan Kautz; Erik B. Sudderth (3DV, 2017)

3D Object Detection With Latent Support Surfaces. - Zhile Ren; Erik B. Sudderth (CVPR, 2018)

A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation. - Zhile Ren; Orazio Gallo; Deqing Sun; Ming-Hsuan Yang 001; Erik B. Sudderth; Jan Kautz (ECCV Workshops (6), 2018)

Semantic Three-Dimensional Understanding of Dynamic Scenes. - Zhile Ren (2018)

Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction. - Daeyun Shin; Zhile Ren; Erik B. Sudderth; Charless C. Fowlkes (CVPR Workshops, 2019)

3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers. - Daeyun Shin; Zhile Ren; Erik B. Sudderth; Charless C. Fowlkes (ICCV, 2019)

Embodied Amodal Recognition: Learning to Move to Perceive Objects. - Jianwei Yang; Zhile Ren; Mingze Xu; Xinlei Chen; David J. Crandall; Devi Parikh; Dhruv Batra (ICCV, 2019)

Cross-channel Communication Networks. - Jianwei Yang; Zhile Ren; Chuang Gan 001; Hongyuan Zhu; Devi Parikh (NeurIPS, 2019)

A Fusion Approach for Multi-Frame Optical Flow Estimation. - Zhile Ren; Orazio Gallo; Deqing Sun; Ming-Hsuan Yang 001; Erik B. Sudderth; Jan Kautz (WACV, 2019)

Embodied Visual Recognition. - Jianwei Yang; Zhile Ren; Mingze Xu; Xinlei Chen; David J. Crandall; Devi Parikh; Dhruv Batra (CoRR, 2019)

Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views. - Vincent Cartillier; Zhile Ren; Neha Jain; Stefan Lee; Irfan Essa; Dhruv Batra (CoRR, 2020)

Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. - Zhile Ren; Erik B. Sudderth (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views. - Vincent Cartillier; Zhile Ren; Neha Jain; Stefan Lee; Irfan Essa; Dhruv Batra (AAAI, 2021)

MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions. - Zhenpei Yang; Zhile Ren; Qi Shan; Qixing Huang (CoRR, 2021)

VideoPose: Estimating 6D object pose from videos. - Apoorva Beedu; Zhile Ren; Varun Agrawal; Irfan Essa (CoRR, 2021)

FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction. - Zhenpei Yang; Zhile Ren; Miguel Ángel Bautista 001; Zaiwei Zhang; Qi Shan; Qixing Huang (CVPR, 2022)

MVS2D: Efficient Multiview Stereo via Attention-Driven 2D Convolutions. - Zhenpei Yang; Zhile Ren; Qi Shan; Qixing Huang (CVPR, 2022)

Generative Multiplane Images: Making a 2D GAN 3D-Aware. - Xiaoming Zhao 001; Fangchang Ma; David Güera; Zhile Ren; Alexander G. Schwing; Alex Colburn (ECCV (5), 2022)

AutoFocusFormer: Image Segmentation off the Grid. - Ziwen Chen; Kaushik Patnaik; Shuangfei Zhai; Alvin Wan; Zhile Ren; Alexander G. Schwing; Alex Colburn; Fuxin Li (CVPR, 2023)

UPSCALE: Unconstrained Channel Pruning. - Alvin Wan; Hanxiang Hao; Kaushik Patnaik; Yueyang Xu; Omer Hadad; David Güera; Zhile Ren; Qi Shan (ICML, 2023)

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference. - Fred Hohman; Chaoqun Wang 002; Jinmook Lee; Jochen Görtler; Dominik Moritz; Jeffrey P. Bigham; Zhile Ren; Cecile Foret; Qi Shan; Xiaoyi Zhang 006 (CHI, 2024)

CommVQ: Commutative Vector Quantization for KV Cache Compression. - Junyan Li; Yang Zhang 001; Muhammad Yusuf Hassan; Talha Chafekar; Tianle Cai; Zhile Ren; Pengsheng Guo; Foroozan Karimzadeh; Colorado Reed; Chong Wang; Chuang Gan 001 (CoRR, 2025)