Yunyang Xiong

50 papers A* 16Journal 30Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Universal Perception Encoder.
CoRR
Chenchen Zhu, Saksham Suri, Cijo Jose, Maxime Oquab, Marc Szafraniec, Wei Wen, Yunyang Xiong, Patrick Labatut, Piotr Bojanowski, Raghuraman Krishnamoorthi, Vikas Chandra
2026 J jnl
EgoAVU: Egocentric Audio-Visual Understanding.
CoRR
Ashish Seth, Xinhao Mei, Changsheng Zhao, Varun Nagaraja, Ernie Chang, Gregory P. Meyer, Gaël Le Lan, Yunyang Xiong, Vikas Chandra, Yangyang Shi, Dinesh Manocha, Zhipeng Cai
2026 J jnl
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice.
CoRR
Shuming Liu, Mingchen Zhuge, Changsheng Zhao, Jun Chen, Lemeng Wu, Zechun Liu, Chenchen Zhu, Zhipeng Cai, Chong Zhou, Haozhe Liu, Ernie Chang, Saksham Suri, Hongyu Xu, Qi Qian, Wei Wen, Balakrishnan Varadarajan, Zhuang Liu, Hu Xu, Florian Bordes, Raghuraman Krishnamoorthi, Bernard Ghanem, Vikas Chandra, Yunyang Xiong
2025 A* conf
Agent-as-a-Judge: Evaluate Agents with Agents.
ICML
Mingchen Zhuge, Changsheng Zhao, Dylan R. Ashley, Wenyi Wang, Dmitrii Khizbullin, Yunyang Xiong, Zechun Liu, Ernie Chang, Raghuraman Krishnamoorthi, Yuandong Tian, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
2025 A* conf
EdgeTAM: On-Device Track Anything Model.
CVPR
Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran
2025 J jnl
EdgeTAM: On-Device Track Anything Model.
CoRR
Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran
2025 A* conf
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
ICML
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2025 J jnl
ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization.
CoRR
Zechun Liu, Changsheng Zhao, Hanxian Huang, Sijia Chen, Jing Zhang, Jiawei Zhao, Scott Roy, Lisa Jin, Yunyang Xiong, Yangyang Shi, Lin Xiao, Yuandong Tian, Bilge Soran, Raghuraman Krishnamoorthi, Tijmen Blankevoort, Vikas Chandra
2024 J jnl
Agent-as-a-Judge: Evaluate Agents with Agents.
CoRR
Mingchen Zhuge, Changsheng Zhao, Dylan R. Ashley, Wenyi Wang, Dmitrii Khizbullin, Yunyang Xiong, Zechun Liu, Ernie Chang, Raghuraman Krishnamoorthi, Yuandong Tian, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
2024 J jnl
An Introduction to Vision-Language Modeling.
CoRR
Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra
2024 — conf
Data Efficient Reflow for Few Step Audio Generation.
SLT
Lemeng Wu, Zhaoheng Ni, Bowen Shi, Gaël Le Lan, Anurag Kumar, Varun Nagaraja, Xinhao Mei, Yunyang Xiong, Bilge Soran, Raghuraman Krishnamoorthi, Wei-Ning Hsu, Yangyang Shi, Vikas Chandra
2024 J jnl
Efficient Track Anything.
CoRR
Yunyang Xiong, Chong Zhou, Xiaoyu Xiang, Lemeng Wu, Chenchen Zhu, Zechun Liu, Saksham Suri, Balakrishnan Varadarajan, Ramya Akula, Forrest N. Iandola, Raghuraman Krishnamoorthi, Bilge Soran, Vikas Chandra
2024 A* conf
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.
CVPR
Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra
2024 J jnl
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
CoRR
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2024 J jnl
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.
CoRR
Shengbang Tong, David Fan, Jiachen Zhu, Yunyang Xiong, Xinlei Chen, Koustuv Sinha, Michael Rabbat, Yann LeCun, Saining Xie, Zhuang Liu
2024 — conf
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts.
ACL (Findings)
Ganesh Jawahar, Haichuan Yang, Yunyang Xiong, Zechun Liu, Dilin Wang, Fei Sun, Meng Li, Aasish Pappu, Barlas Oguz, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Raghuraman Krishnamoorthi, Vikas Chandra
2024 A* conf
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases.
ICML
Zechun Liu, Changsheng Zhao, Forrest N. Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, Vikas Chandra
2024 J jnl
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases.
CoRR
Zechun Liu, Changsheng Zhao, Forrest N. Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, Vikas Chandra
2024 — conf
PathFusion: Path-Consistent Lidar-Camera Deep Feature Fusion.
3DV
Lemeng Wu, Dilin Wang, Meng Li, Yunyang Xiong, Raghuraman Krishnamoorthi, Qiang Liu, Vikas Chandra
2023 A* conf
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference.
CVPR
Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Celine Lin
2023 J jnl
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.
CoRR
Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra
2023 A* conf
Fast Point Cloud Generation with Straight Flows.
CVPR
Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu
2023 J jnl
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.
CoRR
Jun Chen, Deyao Zhu, Xiaoqian Shen, Xiang Li, Zechun Liu, Pengchuan Zhang, Raghuraman Krishnamoorthi, Vikas Chandra, Yunyang Xiong, Mohamed Elhoseiny
2023 J jnl
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts.
CoRR
Ganesh Jawahar, Haichuan Yang, Yunyang Xiong, Zechun Liu, Dilin Wang, Fei Sun, Meng Li, Aasish Pappu, Barlas Oguz, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Raghuraman Krishnamoorthi, Vikas Chandra
2023 A* conf
Self-Positioning Point-Based Transformer for Point Cloud Understanding.
CVPR
Jinyoung Park, Sanghyeok Lee, Sihyeon Kim, Yunyang Xiong, Hyunwoo J. Kim
2023 J jnl
Self-positioning Point-based Transformer for Point Cloud Understanding.
CoRR
Jinyoung Park, Sanghyeok Lee, Sihyeon Kim, Yunyang Xiong, Hyunwoo J. Kim
2023 J jnl
SqueezeSAM: User friendly mobile interactive segmentation.
CoRR
Balakrishnan Varadarajan, Bilge Soran, Forrest N. Iandola, Xiaoyu Xiang, Yunyang Xiong, Lemeng Wu, Chenchen Zhu, Raghuraman Krishnamoorthi, Vikas Chandra
2022 J jnl
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference.
CoRR
Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Lin
2022 J jnl
Fast Point Cloud Generation with Straight Flows.
CoRR
Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu
2022 J jnl
PathFusion: Path-consistent Lidar-Camera Deep Feature Fusion.
CoRR
Lemeng Wu, Dilin Wang, Meng Li, Yunyang Xiong, Raghuraman Krishnamoorthi, Qiang Liu, Vikas Chandra
2022 J jnl
Performing Group Difference Testing on Graph Structured Data From GANs: Analysis and Applications in Neuroimaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Tuan Q. Dinh, Yunyang Xiong, Zhichun Huang, Tien Vo, Akshay Mishra, Won Hwa Kim, Sathya N. Ravi, Vikas Singh
2022 A* conf
SageMix: Saliency-Guided Mixup for Point Clouds.
NeurIPS
Sanghyeok Lee, Minkyu Jeon, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim
2022 J jnl
SageMix: Saliency-Guided Mixup for Point Clouds.
CoRR
Sanghyeok Lee, Minkyu Jeon, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim
2021 A* conf
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
CVPR
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Yongzhe Wang, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
2021 J jnl
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention.
CoRR
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
2021 A* conf
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention.
AAAI
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
2021 A* conf
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling.
ICML
Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Moo Fung, Vikas Singh
2021 J jnl
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling.
CoRR
Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Fung, Vikas Singh
2020 J jnl
Isogeometric Least-Squares Collocation Method with Consistency and Convergence Analysis.
J. Syst. Sci. Complex.
Hongwei Lin, Yunyang Xiong, Xiao Wang, Qianqian Hu, Jingwen Ren
2020 J jnl
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
CoRR
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
2019 J jnl
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification.
CoRR
Yunyang Xiong, Hyunwoo J. Kim, Varsha Hedau
2019 A* conf
Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation.
CVPR
Yunyang Xiong, Hyunwoo J. Kim, Vikas Singh
2019 — conf
On Training Deep 3D CNN Models with Dependent Samples in Neuroimaging.
IPMI
Yunyang Xiong, Hyunwoo J. Kim, Bhargav Tangirala, Ronak Mehta, Sterling C. Johnson, Vikas Singh
2019 J jnl
Resource Constrained Neural Network Architecture Search.
CoRR
Yunyang Xiong, Ronak Mehta, Vikas Singh
2019 A* conf
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?
ICCV
Yunyang Xiong, Ronak Mehta, Vikas Singh
2019 A* conf
Scaling Recurrent Models via Orthogonal Approximations in Tensor Trains.
ICCV
Ronak Mehta, Rudrasis Chakraborty, Vikas Singh, Yunyang Xiong
2018 J jnl
Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty.
CoRR
Hao Henry Zhou, Yunyang Xiong, Vikas Singh
2017 A* conf
Filter Flow Made Practical: Massively Parallel and Lock-Free.
CVPR
Sathya N. Ravi, Yunyang Xiong, Lopamudra Mukherjee, Vikas Singh
2014 J jnl
Affine Arithmetic-Based B-Spline Surface Intersection with GPU Acceleration.
IEEE Trans. Vis. Comput. Graph.
Hongwei Lin, Yang Qin, Hongwei Liao, Yunyang Xiong
2014 J jnl
Semi-structured B-spline for blending two B-spline surfaces.
Comput. Math. Appl.
Hongwei Lin, Yunyang Xiong, Hongwei Liao