Yuqing Yang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 37

Top Topics

Positional Information

Speech Recognition

Streaming Video

Top Venues

Publications

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)
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)
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 (2024)
Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren
Benchmarking Data Science Agents. CoRR (2024)
Zhiyuan He, Huiqiang Jiang, Zilong Wang, Yuqing Yang, Luna Qiu, Lili Qiu
Position Engineering: Boosting Large Language Models through Positional Information Manipulation. CoRR (2024)
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 (2024)
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) (2024)
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 (2024)
Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models. CoRR (2024)
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)
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 (2024)
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)
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 (2024)
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)
Yuge Zhang, Qiyang Jiang, XingyuHan XingyuHan, Nan Chen, Yuqing Yang, Kan Ren
Benchmarking Data Science Agents. ACL (1) (2024)
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 (2024)
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 (2024)
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 (2024)
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)
Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. CoRR (2023)
Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
Unsupervised Video Anomaly Detection For Stereotypical Behaviours in Autism. ICASSP (2023)
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 (2023)
Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. CoRR (2023)
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)
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)
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)
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)
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)
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)
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)
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)
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 (2023)
Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CVPR (2023)
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)
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 (2023)
Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CoRR (2023)
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)