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
Yifan Yang
Research SDE
Publications
Publications by Year
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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 | April 2025, pp. 1-18
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
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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
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
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
Reviving Cloud Gaming Sessions
Yifan Yang, Lili Qiu, Yuqing Yang
CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
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
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
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
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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
Attentive Mask CLIP
Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
2023 International Conference on Computer Vision | October 2023
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
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
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
Towards Inference Efficient Deep Ensemble Learning
Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
AAAI 23 | February 2023
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Directional Self-supervised Learning for Heavy Image Augmentations
Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
2021 Computer Vision and Pattern Recognition | November 2021
Publications by Research Area
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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 | April 2025, pp. 1-18
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
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
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
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
Attentive Mask CLIP
Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
2023 International Conference on Computer Vision | October 2023
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
Towards Inference Efficient Deep Ensemble Learning
Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
AAAI 23 | February 2023
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
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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
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 | April 2025, pp. 1-18
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
Reviving Cloud Gaming Sessions
Yifan Yang, Lili Qiu, Yuqing Yang
CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
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
-
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
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
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
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
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
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
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
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
Directional Self-supervised Learning for Heavy Image Augmentations
Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
2021 Computer Vision and Pattern Recognition | November 2021
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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
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Towards Inference Efficient Deep Ensemble Learning
Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
AAAI 23 | February 2023
Publications by Type
-
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 | April 2025, pp. 1-18
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
-
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
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
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
Reviving Cloud Gaming Sessions
Yifan Yang, Lili Qiu, Yuqing Yang
CoNEXT 2024 - International Conference on emerging Networking EXperiments and Technologies | November 2024
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
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
Attentive Mask CLIP
Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
2023 International Conference on Computer Vision | October 2023
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
Towards Inference Efficient Deep Ensemble Learning
Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
AAAI 23 | February 2023
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
Directional Self-supervised Learning for Heavy Image Augmentations
Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
2021 Computer Vision and Pattern Recognition | November 2021
-
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
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
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
-
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