Yifan Yang

Senior Research SDE

Publications

View by:

- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  Publication
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  July 2025
  
  DOI Publication Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Project
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  DOI Publication Publication Github
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  November 2024
  
  DOI Github
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  2024 Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  Publication Github Project
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  DOI Publication Publication Project
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  2021 Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication

- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  Publication
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  July 2025
  
  DOI Publication Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Project
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  DOI Publication Publication Github
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  November 2024
  
  DOI Github
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  Publication Github Project
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  DOI Publication Publication Project
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  2021 Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication
- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Project
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  2024 Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Project
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version

- World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
  
  Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang
  
  April 2026
  
  Publication
- MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
  
  Yan Li, Zezi Zeng, Yifan Yang, Yuqing Yang, Ning Liao, Weiwei Guo, Lili Qiu, Mingxi Cheng, Qiuchao Dai, Zhendong Wang, Zhengyuan Yang, Xue Yang, Ji Li, Lijuan Wang, Chong Luo
  
  April 2026
  
  Publication
- AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  
  Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo
  
  April 2026
  
  Publication
- OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning
  
  Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda
  
  March 2026
  
  Publication
- BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
  
  Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo
  
  March 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  Publication
- EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
  
  Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
  
  March 2026
  
  Publication
- A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
  
  Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda
  
  July 2025
  
  DOI Publication Publication
- Region-Adaptive Sampling for Diffusion Transformers
  
  Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang
  
  February 2025
  
  DOI Publication Publication Github
- REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents
  
  Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang
  
  November 2024
  
  DOI Github
- LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation
  
  Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu
  
  November 2024
  
  Publication Github Project
- Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling
  
  Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu
  
  October 2024
  
  DOI Publication Publication Project
- A Comprehensive Ecosystem for Open-Domain Customized Video Generation
  
  Jingxu Zhang, Yuqian Hong, Daneul Kim, Kai Qiu, Qi Dai, Jianmin Bao, Yifan Yang, Xiaoyan Sun, Chong Luo
  
  ICASSP 2026 | May 2026
  
  DOI
- VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
  
  Kyoungjun Park, Yifan Yang, Juheon Yi, Shicheng Zheng, Yifei Shen, Dongqi Han, Caihua Shan, Muhammad Muaz, Lili Qiu
  
  ICLR 2026 | April 2026
  
  Publication Publication
- AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization
  
  Aoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu, Yifan Yang, Qi Zhang, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai
  
  ACM Web Conference 2026 | April 2026
  
  DOI
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
  
  Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
  
  The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025
  
  DOI Publication Project
- LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
  
  Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
  
  2024 Empirical Methods in Natural Language Processing | November 2024
  
  Publication
- Reviving Cloud Gaming Sessions
  
  Yifan Yang, Lili Qiu, Yuqing Yang
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
  
  Preprint
- Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  
  Yifan Yang, Yuqing Yang, Lili Qiu
  
  CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | April 2024
  
  Preprint
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
  
  Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike, Yuqing Yang
  
  NeurIPS 2023 | October 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
  
  2021 Computer Vision and Pattern Recognition | November 2021
  
  Publication Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices
  
  Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu
  
  IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication

Yifan Yang

Publications

A Comprehensive Ecosystem for Open-Domain Customized Video Generation

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding

EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation

AVA: Towards Agentic Video Analytics with Vision Language Models

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Region-Adaptive Sampling for Diffusion Transformers

REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents

LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation

Reviving Cloud Gaming Sessions

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

Real-Time Neural Video Recovery and Enhancement on Mobile Devices

Understanding and Improving Training-free Loss-based Diffusion Guidance

Large Multimodal Model for Real-World Radiology Report Generation

Attentive Mask CLIP

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Similarity Distribution based Membership Inference Attack on Person Re-identification

Towards Inference Efficient Deep Ensemble Learning

Directional Self-supervised Learning for Heavy Image Augmentations

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Region-Adaptive Sampling for Diffusion Transformers

REDUCIO! Generating 1024⨉1024 Video within 16 Seconds using Extremely Compressed Motion Latents

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

Understanding and Improving Training-free Loss-based Diffusion Guidance

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Similarity Distribution based Membership Inference Attack on Person Re-identification

Directional Self-supervised Learning for Heavy Image Augmentations

A Comprehensive Ecosystem for Open-Domain Customized Video Generation

VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation

AVA: Towards Agentic Video Analytics with Vision Language Models

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning

Understanding and Improving Training-free Loss-based Diffusion Guidance

Large Multimodal Model for Real-World Radiology Report Generation

Attentive Mask CLIP

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation

Towards Inference Efficient Deep Ensemble Learning

Similarity Distribution based Membership Inference Attack on Person Re-identification

AVA: Towards Agentic Video Analytics with Vision Language Models

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Reviving Cloud Gaming Sessions

Real-Time Neural Video Recovery and Enhancement on Mobile Devices

Large Multimodal Model for Real-World Radiology Report Generation

Towards Inference Efficient Deep Ensemble Learning