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ORCIDYuqing Yang 0001
Person information
- affiliation: Microsoft Research Asia, China
- affiliation (former): Fudan University, Shanghai, China
Other persons with the same name
- Yuqing Yang (aka: YuQing Yang, Yu-qing Yang) — disambiguation page
- YuQing Yang 0002 (aka: Yuqing Yang 0002) — University of Texas, Austin, TX, USA (and 1 more)
- Yuqing Yang 0003
![[0000-0002-5149-7913]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5149-7913")
(aka: Allen Yuqing Yang) — Ohio State University, Columbus, OH, USA - Yuqing Yang 0004 — Fudan University, Shanghai, China
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Journal Articles
- 2024
[j3]Zhaoyuan He, Yifan Yang, Lili Qiu, Kyoungjun Park, Yuqing Yang:
NERVE: Real-Time Neural Video Recovery and Enhancement on Mobile Devices. Proc. ACM Netw. 2(CoNEXT1): 1-19 (2024)- [j2]Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu:
Online Streaming Video Super-Resolution With Convolutional Look-Up Table. IEEE Trans. Image Process. 33: 2305-2317 (2024) - 2023
- [j1]Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam:
Online Video Super-Resolution With Convolutional Kernel Bypass Grafts. IEEE Trans. Multim. 25: 8972-8987 (2023)
Conference and Workshop Papers
- 2024
- [c35]Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang:
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. ACL (Findings) 2024: 963-981 - [c34]Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. ACL (1) 2024: 1658-1677 - [c33]Yuge Zhang, Qiyang Jiang, XingyuHan XingyuHan, Nan Chen, Yuqing Yang, Kan Ren:
Benchmarking Data Science Agents. ACL (1) 2024: 5677-5700 - [c32]Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang:
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. EACL (1) 2024: 2931-2959 - [c31]Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang:
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. OSDI 2024: 307-323 - [c30]Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu:
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. OSDI 2024: 929-945 - 2023
- [c29]Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li:
Towards Inference Efficient Deep Ensemble Learning. AAAI 2023: 8711-8719 - [c28]Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan:
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CVPR 2023: 14420-14430 - [c27]Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. EMNLP 2023: 13358-13376 - [c26]Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou:
SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. EuroSys 2023: 883-898 - [c25]Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu:
Unsupervised Video Anomaly Detection For Stereotypical Behaviours in Autism. ICASSP 2023: 1-5 - [c24]Yifan Yang, Weiquan Huang, Yixuan Wei, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Fangyun Wei, Yin Wang, Han Hu, Lili Qiu, Yuqing Yang:
Attentive Mask CLIP. ICCV 2023: 2759-2769 - [c23]Xudong Wang, Li Lyna Zhang, Jiahang Xu, Quanlu Zhang, Yujing Wang, Yuqing Yang, Ningxin Zheng, Ting Cao, Mao Yang:
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference. ICCV 2023: 5796-5805 - [c22]Chen Tang, Li Lyna Zhang, Huiqiang Jiang, Jiahang Xu, Ting Cao, Quanlu Zhang, Yuqing Yang, Zhi Wang, Mao Yang:
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices. ICCV 2023: 5806-5817 - [c21]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. INTERSPEECH 2023: 969-973 - [c20]Huiqiang Jiang, Li Lyna Zhang, Yuang Li, Yu Wu, Shijie Cao, Ting Cao, Yuqing Yang, Jinyu Li, Mao Yang, Lili Qiu:
Accurate and Structured Pruning for Efficient Automatic Speech Recognition. INTERSPEECH 2023: 4104-4108 - [c19]Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. KDD 2023: 1280-1290 - [c18]Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang:
Efficient GPU Kernels for N: M-Sparse Weights in Deep Learning. MLSys 2023 - [c17]Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike:
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation. NeurIPS 2023 - [c16]Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou:
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity. OSDI 2023: 377-395 - [c15]Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo:
Optimizing Dynamic Neural Networks with Brainstorm. OSDI 2023: 797-815 - [c14]Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou:
PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. SOSP 2023: 331-347 - [c13]Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang:
SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. SOSP 2023: 545-561 - 2022
- [c12]Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang:
Privacy-preserving Online AutoML for Domain-Specific Face Detection. CVPR 2022: 4124-4134 - [c11]Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li:
Variational oracle guiding for reinforcement learning. ICLR 2022 - [c10]Kaitao Song, Teng Wan, Bixia Wang, Huiqiang Jiang, Luna Qiu, Jiahang Xu, Liping Jiang, Qun Lou, Yuqing Yang, Dongsheng Li, Xudong Wang, Lili Qiu:
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech. INTERSPEECH 2022: 4820-4824 - [c9]Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li:
Reinforcement Learning with Automated Auxiliary Loss Search. NeurIPS 2022 - [c8]Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou:
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. OSDI 2022: 213-232 - [c7]Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo:
PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX ATC 2022: 217-232 - 2021
- [c6]Hengzhi Pei, Kan Ren, Yuqing Yang, Chang Liu, Tao Qin, Dongsheng Li:
Towards Generating Real-World Time Series Data. ICDM 2021: 469-478 - [c5]Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu:
nn-Meter: towards accurate latency prediction of deep-learning model inference on diverse edge devices. MobiSys 2021: 81-93 - 2020
- [c4]Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu:
Fast Hardware-Aware Neural Architecture Search. CVPR Workshops 2020: 2959-2967 - 2010
- [c3]Wenyi Che, Dechao Meng, Xuegui Chang, Wei Chen, Lifang Wang, Yuqing Yang, Conghui Xu, Xi Tan, Na Yan, Hao Min:
A semi-passive UHF RFID tag with on-chip temperature sensor. CICC 2010: 1-4 - [c2]Peng Wei, Bo Li, Yuqing Yang, Hao Min, Junyu Wang:
Synchronization with timing recovery loop in UHF RFID reader receivers. ICECS 2010: 1148-1151 - [c1]Xiang Shen, Dan Liu, Yuqing Yang, Junyu Wang:
A low-cost UHF RFID tag baseband with an IDEA cryptography engine. IOT 2010
Informal and Other Publications
- 2024
- [i36]Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren:
Benchmarking Data Science Agents. CoRR abs/2402.17168 (2024) - [i35]Baoyu Jing, Yansen Wang, Guoxin Sui, Jing Hong, Jingrui He, Yuqing Yang, Dongsheng Li, Kan Ren:
Automated Contrastive Learning Strategy Search for Time Series. CoRR abs/2403.12641 (2024) - [i34]Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang:
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. CoRR abs/2403.12968 (2024) - [i33]Zhiyuan He, Aashish Gottipati, Lili Qiu, Francis Y. Yan, Xufang Luo, Kenuo Xu, Yuqing Yang:
LLM-ABR: Designing Adaptive Bitrate Algorithms via Large Language Models. CoRR abs/2404.01617 (2024) - [i32]Zhiyuan He, Huiqiang Jiang, Zilong Wang, Yuqing Yang, Luna Qiu, Lili Qiu:
Position Engineering: Boosting Large Language Models through Positional Information Manipulation. CoRR abs/2404.11216 (2024) - [i31]Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu:
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. CoRR abs/2405.19888 (2024) - [i30]Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu:
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension. CoRR abs/2406.02536 (2024) - [i29]Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang:
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models. CoRR abs/2407.00981 (2024) - [i28]Siwei Li, Yifan Yang, Yifei Shen, Fangyun Wei, Zongqing Lu, Lili Qiu, Yuqing Yang:
Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning. CoRR abs/2407.01491 (2024) - [i27]Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. CoRR abs/2407.02490 (2024) - [i26]Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Zhenhua Han, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu:
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval. CoRR abs/2409.10516 (2024) - [i25]Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna Qiu, Lili Qiu:
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely. CoRR abs/2409.14924 (2024) - 2023
- [i24]Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Yuqing Yang, Lingxiao Ma, Fan Yang, Lili Qiu, Mao Yang, Lidong Zhou:
SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation. CoRR abs/2301.10936 (2023) - [i23]Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li:
Towards Inference Efficient Deep Ensemble Learning. CoRR abs/2301.12378 (2023) - [i22]Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu:
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism. CoRR abs/2302.13748 (2023) - [i21]Guanghao Yin, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Donglin Bai, Haisheng Tan, Shouqian Sun, Yuqing Yang, Dongsheng Li, Lili Qiu:
Online Video Streaming Super-Resolution with Adaptive Look-Up Table Fusion. CoRR abs/2303.00334 (2023) - [i20]Li Lyna Zhang, Xudong Wang, Jiahang Xu, Quanlu Zhang, Yujing Wang, Yuqing Yang, Ningxin Zheng, Ting Cao, Mao Yang:
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference. CoRR abs/2303.08308 (2023) - [i19]Chen Tang, Li Lyna Zhang, Huiqiang Jiang, Jiahang Xu, Ting Cao, Quanlu Zhang, Yuqing Yang, Zhi Wang, Mao Yang:
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices. CoRR abs/2303.09730 (2023) - [i18]Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang:
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. CoRR abs/2304.14979 (2023) - [i17]Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan:
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CoRR abs/2305.07027 (2023) - [i16]Huiqiang Jiang, Li Lyna Zhang, Yuang Li, Yu Wu, Shijie Cao, Ting Cao, Yuqing Yang, Jinyu Li, Mao Yang, Lili Qiu:
Accurate and Structured Pruning for Efficient Automatic Speech Recognition. CoRR abs/2305.19549 (2023) - [i15]Yukang Liang, Kaitao Song, Shaoguang Mao, Huiqiang Jiang, Luna Qiu, Yuqing Yang, Dongsheng Li, Linli Xu, Lili Qiu:
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. CoRR abs/2306.02682 (2023) - [i14]Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. CoRR abs/2306.14393 (2023) - [i13]Yasheng Sun, Yifan Yang, Houwen Peng, Yifei Shen, Yuqing Yang, Han Hu, Lili Qiu, Hideki Koike:
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation. CoRR abs/2308.00906 (2023) - [i12]Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. CoRR abs/2310.05736 (2023) - [i11]Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu:
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. CoRR abs/2310.06839 (2023) - [i10]Xiaoxuan He, Yifan Yang, Xinyang Jiang, Xufang Luo, Haoji Hu, Siyun Zhao, Dongsheng Li, Yuqing Yang, Lili Qiu:
Unified Medical Image Pre-training in Language-Guided Common Semantic Space. CoRR abs/2311.14851 (2023) - 2022
- [i9]Chuhan Wu, Fangzhao Wu, Tao Qi, Yanlin Wang, Yuqing Yang, Yongfeng Huang, Xing Xie:
Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction. CoRR abs/2202.05139 (2022) - [i8]Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang:
Privacy-preserving Online AutoML for Domain-Specific Face Detection. CoRR abs/2203.08399 (2022) - [i7]Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam:
Online Video Super-Resolution with Convolutional Kernel Bypass Graft. CoRR abs/2208.02470 (2022) - [i6]Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li:
Reinforcement Learning with Automated Auxiliary Loss Search. CoRR abs/2210.06041 (2022) - [i5]Yifan Yang, Weiquan Huang, Yixuan Wei, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Fangyun Wei, Yin Wang, Han Hu, Lili Qiu, Yuqing Yang:
Attentive Mask CLIP. CoRR abs/2212.08653 (2022) - 2021
- [i4]Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang:
AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing. CoRR abs/2108.03001 (2021) - [i3]Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li:
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. CoRR abs/2108.13465 (2021) - [i2]Hengzhi Pei, Kan Ren, Yuqing Yang, Chang Liu, Tao Qin, Dongsheng Li:
Towards Generating Real-World Time Series Data. CoRR abs/2111.08386 (2021) - 2019
- [i1]Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu:
Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework. CoRR abs/1910.11609 (2019)
Coauthor Index
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