Zhenheng Yang

According to our database, Zhenheng Yang authored at least 49 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

VirtueBench: Evaluating Trustworthiness under Uncertainty in Long Video Understanding.

Xueqing Yu, Bohan Li, Yan Li, Zhenheng Yang

CoRR, March, 2026

UniWeTok: An Unified Binary Tokenizer with Codebook Size 2¹²⁸ for Unified Multimodal Large Language Model.

Shaobin Zhuang, Yuang Ai, Jiaming Han, Weijia Mao, Xiaohui Li, Fangyikang Wang, Xiao Wang, Yan Li, Shanchuan Lin, Kun Xu, Zhenheng Yang, Huaibo Huang, Xiangyu Yue, Hao Chen, Yali Wang

CoRR, February, 2026

BitDance: Scaling Autoregressive Generative Models with Binary Tokens.

Yuang Ai, Jiaming Han, Shaobin Zhuang, Weijia Mao, Xuefeng Hu, Ziyan Yang, Zhenheng Yang, Huaibo Huang, Xiangyu Yue, Hao Chen

CoRR, February, 2026

Implicit Neural Representation Facilitates Unified Universal Vision Encoding.

Matthew Gwilliam, Xiao Wang, Xuefeng Hu, Zhenheng Yang

CoRR, January, 2026

Dynamic Content Moderation in Livestreams: Combining Supervised Classification with MLLM-Boosted Similarity Matching.

Wei Chee Yew, Hailun Xu, Sanjay Saha, Xiaotian Fan, Hiok Hian Ong, David Yuchen Wang, Kanchan Sarkar, Zhenheng Yang, Danhui Guan

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

UniAPO: Unified Multimodal Automated Prompt Optimization.

Qipeng Zhu, Yanzhe Chen, Huasong Zhong, Jie Chen, Yan Li, Zhixin Zhang, Junping Zhang, Zhenheng Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling.

Yuwei Guo, Ceyuan Yang, Hao He, Yang Zhao, Meng Wei, Zhenheng Yang, Weilin Huang, Dahua Lin

CoRR, December, 2025

AgentComp: From Agentic Reasoning to Compositional Mastery in Text-to-Image Models.

Arman Zarei, Jiacheng Pan, Matthew Gwilliam, Soheil Feizi, Zhenheng Yang

CoRR, December, 2025

The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation.

Weijia Mao, Hao Chen, Zhenheng Yang, Mike Zheng Shou

CoRR, November, 2025

FOCUS: Efficient Keyframe Selection for Long Video Understanding.

Zirui Zhu, Hailun Xu, Yang Luo, Yong Liu, Kanchan Sarkar, Zhenheng Yang, Yang You

CoRR, October, 2025

Improving Text-to-Image Generation with Input-Side Inference-Time Scaling.

Ruibo Chen, Jiacheng Pan, Heng Huang, Zhenheng Yang

CoRR, October, 2025

Growing Visual Generative Capacity for Pre-Trained MLLMs.

Hanyu Wang, Jiaming Han, Ziyan Yang, Qi Zhao, Shanchuan Lin, Xiangyu Yue, Abhinav Shrivastava, Zhenheng Yang, Hao Chen

CoRR, October, 2025

Mixture of Contexts for Long Video Generation.

Shengqu Cai, Ceyuan Yang, Lvmin Zhang, Yuwei Guo, Junfei Xiao, Ziyan Yang, Yinghao Xu, Zhenheng Yang, Alan L. Yuille, Leonidas J. Guibas, Maneesh Agrawala, Lu Jiang, Gordon Wetzstein

CoRR, August, 2025

UniCode²: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation.

Yanzhe Chen, Huasong Zhong, Yan Li, Zhenheng Yang

CoRR, June, 2025

Show-o2: Improved Native Unified Multimodal Models.

Jinheng Xie, Zhenheng Yang, Mike Zheng Shou

CoRR, June, 2025

MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs.

Yipeng Du, Tiehan Fan, Kepan Nan, Rui Xie, Penghao Zhou, Xiang Li, Jian Yang, Zhenheng Yang, Ying Tai

CoRR, June, 2025

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning.

Weijia Mao, Zhenheng Yang, Mike Zheng Shou

CoRR, May, 2025

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling.

Yuang Ai, Qihang Fan, Xuefeng Hu, Zhenheng Yang, Ran He, Huaibo Huang

CoRR, May, 2025

Cream of the Crop: Harvesting Rich, Scalable and Transferable Multi-Modal Data for Instruction Fine-Tuning.

Mengyao Lyu, Yan Li, Huasong Zhong, Wenhao Yang, Hui Chen, Jungong Han, Guiguang Ding, Zhenheng Yang

CoRR, March, 2025

UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths.

Weijia Mao, Zhenheng Yang, Mike Zheng Shou

CoRR, February, 2025

<i>COEF-VQ: </i> Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework.

Xin Dong, Sen Jia, Ming Rui Wang, Yan Li, Zhenheng Yang, Bingfeng Deng, Hongyu Xiong

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

Jinheng Xie, Weijia Mao, Zechen Bai, David Junhao Zhang, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation.

Kepan Nan, Rui Xie, Penghao Zhou, Tiehan Fan, Zhenheng Yang, Zhijie Chen, Xiang Li, Jian Yang, Ying Tai

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Star: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution.

Rui Xie, Yinhong Liu, Penghao Zhou, Chen Zhao, Jun Zhou, Kai Zhang, Zhenyu Zhang, Jian Yang, Zhenheng Yang, Ying Tai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Long Context Tuning for Video Generation.

Yuwei Guo, Ceyuan Yang, Ziyan Yang, Zhibei Ma, Zhijie Lin, Zhenheng Yang, Dahua Lin, Lu Jiang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning.

Xiaotian Han, Yiren Jian, Xuefeng Hu, Haogeng Liu, Yiqi Wang, Qihang Fan, Yuang Ai, Huaibo Huang, Ran He, Zhenheng Yang, Quanzeng You

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Parallelized Autoregressive Visual Generation.

Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption.

Tiehan Fan, Kepan Nan, Rui Xie, Penghao Zhou, Zhenheng Yang, Chaoyou Fu, Xiang Li, Jian Yang, Ying Tai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2021

Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency.

Qing Liu, Vignesh Ramanathan, Dhruv Mahajan, Alan L. Yuille, Zhenheng Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding.

Chenxu Luo, Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia, Alan L. Yuille

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Enhancing Model Parallelism in Neural Architecture Search for Multidevice System.

Cheng Fu, Huili Chen, Zhenheng Yang, Farinaz Koushanfar, Yuandong Tian, Jishen Zhao

IEEE Micro, 2020

SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization.

Xuefeng Hu, Zhihan Zhang, Zhenye Jiang, Syomantak Chaudhuri, Zhenheng Yang, Ram Nevatia

CoRR, 2020

SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization.

Xuefeng Hu, Zhihan Zhang, Zhenye Jiang, Syomantak Chaudhuri, Zhenheng Yang, Ram Nevatia

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Activity Driven Weakly Supervised Object Detection.

Zhenheng Yang, Dhruv Mahajan, Deepti Ghadiyaram, Ram Nevatia, Vignesh Ramanathan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos.

Yang Wang, Peng Wang, Zhenheng Yang, Chenxu Luo, Yi Yang, Wei Xu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos.

Yang Wang, Zhenheng Yang, Peng Wang, Yi Yang, Chenxu Luo, Wei Xu

CoRR, 2018

Face and Body Association for Video-Based Face Recognition.

KangGeon Kim, Zhenheng Yang, Iacopo Masi, Ramakant Nevatia, Gérard G. Medioni

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding.

Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

LEGO: Learning Edge With Geometry All at Once by Watching Videos.

Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Occlusion Aware Unsupervised Learning of Optical Flow.

Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Peng Wang, Wei Xu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency.

Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Occlusion Aware Unsupervised Learning of Optical Flow.

Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Wei Xu

CoRR, 2017

Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency.

Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia

CoRR, 2017

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals.

Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram Nevatia

Proceedings of the IEEE International Conference on Computer Vision, 2017

TALL: Temporal Activity Localization via Language Query.

Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia

Proceedings of the IEEE International Conference on Computer Vision, 2017

Spatio-Temporal Action Detection with Cascade Proposal and Location Anticipation.

Zhenheng Yang, Jiyang Gao, Ram Nevatia

Proceedings of the British Machine Vision Conference 2017, 2017

RED: Reinforced Encoder-Decoder Networks for Action Anticipation.

Jiyang Gao, Zhenheng Yang, Ram Nevatia

Proceedings of the British Machine Vision Conference 2017, 2017

Cascaded Boundary Regression for Temporal Action Detection.

Jiyang Gao, Zhenheng Yang, Ram Nevatia

Proceedings of the British Machine Vision Conference 2017, 2017

2016

A multi-scale cascade fully convolutional network face detector.

Zhenheng Yang, Ramakant Nevatia

Proceedings of the 23rd International Conference on Pattern Recognition, 2016