A semi-passive UHF RFID tag with on-chip temperature sensor. - Wenyi Che; Dechao Meng; Xuegui Chang; Wei Chen; Lifang Wang; Yuqing Yang 001; Conghui Xu; Xi Tan 001; Na Yan; Hao Min (CICC, 2010)

Synchronization with timing recovery loop in UHF RFID reader receivers. - Peng Wei; Bo Li 080; Yuqing Yang 001; Hao Min; Junyu Wang (ICECS, 2010)

A low-cost UHF RFID tag baseband with an IDEA cryptography engine. - Xiang Shen; Dan Liu; Yuqing Yang 001; Junyu Wang (IOT, 2010)

Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework. - Li Lyna Zhang; Yuqing Yang 001; Yuhang Jiang; Wenwu Zhu 001; Yunxin Liu 001 (CoRR, 2019)

Fast Hardware-Aware Neural Architecture Search. - Li Lyna Zhang; Yuqing Yang 001; Yuhang Jiang; Wenwu Zhu 001; Yunxin Liu 001 (CVPR Workshops, 2020)

Towards Generating Real-World Time Series Data. - Hengzhi Pei; Kan Ren; Yuqing Yang 001; Chang Liu 030; Tao Qin 001; Dongsheng Li 002 (ICDM, 2021)

nn-Meter: towards accurate latency prediction of deep-learning model inference on diverse edge devices. - Li Lyna Zhang; Shihao Han; Jianyu Wei; Ningxin Zheng; Ting Cao; Yuqing Yang 001; Yunxin Liu 001 (MobiSys, 2021)

AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing. - Yuge Zhang; Chenqian Yan; Quanlu Zhang; Li Lyna Zhang; Yaming Yang 001; Xiaotian Gao; Yuqing Yang 001 (CoRR, 2021)

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. - Bo Li 080; Xinyang Jiang; Donglin Bai; Yuge Zhang; Ningxin Zheng; Xuanyi Dong; Lu Liu 019; Yuqing Yang 001; Dongsheng Li 002 (CoRR, 2021)

Privacy-preserving Online AutoML for Domain-Specific Face Detection. - Chenqian Yan; Yuge Zhang; Quanlu Zhang; Yaming Yang 001; Xinyang Jiang; Yuqing Yang 001; Baoyuan Wang (CVPR, 2022)

Variational oracle guiding for reinforcement learning. - Dongqi Han; Tadashi Kozuno; Xufang Luo; Zhao-Yun Chen; Kenji Doya; Yuqing Yang 001; Dongsheng Li 002 (ICLR, 2022)

Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech. - Kaitao Song; Teng Wan; Bixia Wang; Huiqiang Jiang; Luna Qiu; Jiahang Xu; Liping Jiang; Qun Lou; Yuqing Yang 001; Dongsheng Li 002; Xudong Wang; Lili Qiu (INTERSPEECH, 2022)

Reinforcement Learning with Automated Auxiliary Loss Search. - Tairan He; Yuge Zhang; Kan Ren; Minghuan Liu; Che Wang; Weinan Zhang 001; Yuqing Yang 001; Dongsheng Li 002 (NeurIPS, 2022)

SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. - Ningxin Zheng; Bin Lin; Quanlu Zhang; Lingxiao Ma; Yuqing Yang 001; Fan Yang 024; Yang Wang 053; Mao Yang 004; Lidong Zhou (OSDI, 2022)

PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. - Wei Zhang 149; Binghao Chen; Zhenhua Han; Quan Chen 002; Peng Cheng 005; Fan Yang 024; Ran Shu 001; Yuqing Yang 001; Minyi Guo (USENIX ATC, 2022)

Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction. - Chuhan Wu; Fangzhao Wu; Tao Qi; Yanlin Wang 001; Yuqing Yang 001; Yongfeng Huang 001; Xing Xie 001 (CoRR, 2022)

Online Video Super-Resolution with Convolutional Kernel Bypass Graft. - Jun Xiao 010; Xinyang Jiang; Ningxin Zheng; Huan Yang 005; Yifan Yang 004; Yuqing Yang 001; Dongsheng Li 002; Kin-Man Lam 001 (CoRR, 2022)

Towards Inference Efficient Deep Ensemble Learning. - Ziyue Li; Kan Ren; Yifan Yang 004; Xinyang Jiang; Yuqing Yang 001; Dongsheng Li 002 (AAAI, 2023)

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. - Xinyu Liu 001; Houwen Peng; Ningxin Zheng; Yuqing Yang 001; Han Hu 001; Yixuan Yuan (CVPR, 2023)

LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. - Huiqiang Jiang; Qianhui Wu; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (EMNLP, 2023)

SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. - Hanyu Zhao; Zhenhua Han; Zhi Yang 001; Quanlu Zhang; Mingxia Li; Fan Yang 024; Qianxi Zhang; Binyang Li; Yuqing Yang 001; Lili Qiu; Lintao Zhang; Lidong Zhou (EuroSys, 2023)

Unsupervised Video Anomaly Detection For Stereotypical Behaviours in Autism. - Jiaqi Gao; Xinyang Jiang; Yuqing Yang 001; Dongsheng Li 002; Lili Qiu (ICASSP, 2023)

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices. - Chen Tang; Li Lyna Zhang; Huiqiang Jiang; Jiahang Xu; Ting Cao; Quanlu Zhang; Yuqing Yang 001; Zhi Wang; Mao Yang 004 (ICCV, 2023)

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference. - Xudong Wang; Li Lyna Zhang; Jiahang Xu; Quanlu Zhang; Yujing Wang; Yuqing Yang 001; Ningxin Zheng; Ting Cao; Mao Yang 004 (ICCV, 2023)

Attentive Mask CLIP. - Yifan Yang 004; Weiquan Huang; Yixuan Wei; Houwen Peng; Xinyang Jiang; Huiqiang Jiang; Fangyun Wei; Yin Wang; Han Hu 001; Lili Qiu; Yuqing Yang 001 (ICCV, 2023)

Accurate and Structured Pruning for Efficient Automatic Speech Recognition. - Huiqiang Jiang; Li Lyna Zhang; Yuang Li; Yu Wu; Shijie Cao; Ting Cao; Yuqing Yang 001; Jinyu Li; Mao Yang 004; Lili Qiu (INTERSPEECH, 2023)

End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. - Yukang Liang; Kaitao Song; Shaoguang Mao; Huiqiang Jiang; Luna Qiu; Yuqing Yang 001; Dongsheng Li 002; Linli Xu; Lili Qiu (INTERSPEECH, 2023)

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. - Junyan Li; Li Lyna Zhang; Jiahang Xu; Yujing Wang; Shaoguang Yan; Yunqing Xia; Yuqing Yang 001; Ting Cao; Hao Sun 015; Weiwei Deng; Qi Zhang 066; Mao Yang 004 (KDD, 2023)

Efficient GPU Kernels for N: M-Sparse Weights in Deep Learning. - Bin Lin; Ningxin Zheng; Lei Wang 222; Shijie Cao; Lingxiao Ma; Quanlu Zhang; Yi Zhu; Ting Cao; Jilong Xue; Yuqing Yang 001; Fan Yang 024 (MLSys, 2023)

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation. - Yasheng Sun; Yifan Yang 004; Houwen Peng; Yifei Shen; Yuqing Yang 001; Han Hu 001; Lili Qiu; Hideki Koike (NeurIPS, 2023)

Optimizing Dynamic Neural Networks with Brainstorm. - Weihao Cui; Zhenhua Han; Lingji Ouyang; Yichuan Wang 002; Ningxin Zheng; Lingxiao Ma; Yuqing Yang 001; Fan Yang 024; Jilong Xue; Lili Qiu; Lidong Zhou; Quan Chen 002; et al. (OSDI, 2023)

VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity. - Qianxi Zhang; Shuotao Xu; Qi Chen 009; Guoxin Sui; Jiadong Xie 002; Zhizhen Cai; Yaoqi Chen; Yinxuan He; Yuqing Yang 001; Fan Yang 024; Mao Yang 004; Lidong Zhou (OSDI, 2023)

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search. - Yuming Xu; Hengyu Liang; Jin Li; Shuotao Xu; Qi Chen 009; Qianxi Zhang; Cheng Li 001; Ziyue Yang; Fan Yang 024; Yuqing Yang 001; Peng Cheng 005; Mao Yang 004 (SOSP, 2023)

PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. - Ningxin Zheng; Huiqiang Jiang; Quanlu Zhang; Zhenhua Han; Lingxiao Ma; Yuqing Yang 001; Fan Yang 024; Chengruidong Zhang; Lili Qiu; Mao Yang 004; Lidong Zhou (SOSP, 2023)

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation. - Ningxin Zheng; Huiqiang Jiang; Quanlu Zhang; Zhenhua Han; Yuqing Yang 001; Lingxiao Ma; Fan Yang 024; Lili Qiu; Mao Yang 004; Lidong Zhou (CoRR, 2023)

Online Video Streaming Super-Resolution with Adaptive Look-Up Table Fusion. - Guanghao Yin; Xinyang Jiang; Shan Jiang; Zhenhua Han; Ningxin Zheng; Huan Yang 005; Donglin Bai; Haisheng Tan; Shouqian Sun; Yuqing Yang 001; Dongsheng Li 002; Lili Qiu (CoRR, 2023)

Online Video Super-Resolution With Convolutional Kernel Bypass Grafts. - Jun Xiao 010; Xinyang Jiang; Ningxin Zheng; Huan Yang 005; Yifan Yang 004; Yuqing Yang 001; Dongsheng Li 002; Kin-Man Lam 001 (IEEE Trans. Multim., 2023)

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. - Huiqiang Jiang; Qianhui Wu; Xufang Luo; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (ACL (1), 2024)

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Menglin Xia; Xufang Luo; Jue Zhang; Qingwei Lin; Victor Rühle; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; et al. (ACL (Findings), 2024)

Benchmarking Data Science Agents. - Yuge Zhang; Qiyang Jiang; Xingyu Han; Nan Chen; Yuqing Yang 001; Kan Ren (ACL (1), 2024)

Automated Contrastive Learning Strategy Search for Time Series. - Baoyu Jing; Yansen Wang; Guoxin Sui; Jing Hong; Jingrui He; Yuqing Yang 001; Dongsheng Li 002; Kan Ren (CIKM, 2024)

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. - Lei Zhang; Yuge Zhang; Kan Ren; Dongsheng Li 002; Yuqing Yang 001 (EACL (1), 2024)

Unified Medical Image Pre-training in Language-Guided Common Semantic Space. - Xiaoxuan He; Yifan Yang 004; Xinyang Jiang; Xufang Luo; Haoji Hu; Siyun Zhao; Dongsheng Li 002; Yuqing Yang 001; Lili Qiu (ECCV (81), 2024)

Position Engineering: Boosting Large Language Models through Positional Information Manipulation. - Zhiyuan He; Huiqiang Jiang; Zilong Wang 006; Yuqing Yang 001; Luna Qiu; Lili Qiu (EMNLP, 2024)

LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning. - Siwei Li; Yifan Yang 004; Yifei Shen; Fangyun Wei; Zongqing Lu 001; Lili Qiu; Yuqing Yang 001 (EMNLP (Findings), 2024)

Designing Network Algorithms via Large Language Models. - Zhiyuan He; Aashish Gottipati; Lili Qiu; Xufang Luo; Kenuo Xu; Yuqing Yang 001; Francis Y. Yan (HotNets, 2024)

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. - Huiqiang Jiang; Yucheng Li; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Zhenhua Han; Amir H. Abdi; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (NeurIPS, 2024)

Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. - Chaofan Lin; Zhenhua Han; Chengruidong Zhang; Yuqing Yang 001; Fan Yang 024; Chen Chen 067; Lili Qiu (OSDI, 2024)

Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. - Lei Wang 222; Lingxiao Ma; Shijie Cao; Quanlu Zhang; Jilong Xue; Yining Shi 001; Ningxin Zheng; Ziming Miao; Fan Yang 024; Ting Cao; Yuqing Yang 001; Mao Yang 004 (OSDI, 2024)

LLM-ABR: Designing Adaptive Bitrate Algorithms via Large Language Models. - Zhiyuan He; Aashish Gottipati; Lili Qiu; Francis Y. Yan; Xufang Luo; Kenuo Xu; Yuqing Yang 001 (CoRR, 2024)

Mitigate Position Bias in Large Language Models via Scaling a Single Dimension. - Yijiong Yu; Huiqiang Jiang; Xufang Luo; Qianhui Wu; Chin-Yew Lin; Dongsheng Li 002; Yuqing Yang 001; Yongfeng Huang 001; Lili Qiu (CoRR, 2024)

Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning. - Siwei Li; Yifan Yang 004; Yifei Shen; Fangyun Wei; Zongqing Lu 001; Lili Qiu; Yuqing Yang 001 (CoRR, 2024)

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval. - Di Liu; Meng Chen; Baotong Lu; Huiqiang Jiang; Zhenhua Han; Qianxi Zhang; Qi Chen 009; Chengruidong Zhang; Bailu Ding; Kai Zhang; Chen Chen 067; Fan Yang 024; et al. (CoRR, 2024)

Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely. - Siyun Zhao; Yuqing Yang 001; Zilong Wang 006; Zhiyuan He; Luna Qiu; Lili Qiu (CoRR, 2024)

The Potential and Value of AI Chatbot in Personalized Cognitive Training. - Zilong Wang 006; Nan Chen; Luna K. Qiu; Ling Yue; Geli Guo; Yang Ou; Shiqi Jiang; Yuqing Yang 001; Lili Qiu (CoRR, 2024)

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation. - Weiquan Huang; Aoqi Wu; Yifan Yang 004; Xufang Luo; Yuqing Yang 001; Liang Hu; Qi Dai 001; Xiyang Dai; Dongdong Chen 001; Chong Luo; Lili Qiu (CoRR, 2024)

VIGOR: Reviving Cloud Gaming Sessions. - Zhaoyuan He; Yifan Yang 004; Shuozhe Li; Lili Qiu; Diyuan Dai; Yuqing Yang 001 (PACMNET, 2024)

NERVE: Real-Time Neural Video Recovery and Enhancement on Mobile Devices. - Zhaoyuan He; Yifan Yang 004; Lili Qiu; Kyoungjun Park; Yuqing Yang 001 (Proc. ACM Netw., 2024)

Online Streaming Video Super-Resolution With Convolutional Look-Up Table. - Guanghao Yin; Zefan Qu; Xinyang Jiang; Shan Jiang; Zhenhua Han; Ningxin Zheng; Huan Yang 005; Xiaohong Liu 001; Yuqing Yang 001; Dongsheng Li 002; Lili Qiu (IEEE Trans. Image Process., 2024)

Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel. - Yijiong Yu; Huiqiang Jiang; Xufang Luo; Qianhui Wu; Chin-Yew Lin; Dongsheng Li 002; Yuqing Yang 001; Yongfeng Huang 001; Lili Qiu (ACL (Findings), 2025)

SCBench: A KV Cache-Centric Analysis of Long-Context Methods. - Yucheng Li; Huiqiang Jiang; Qianhui Wu; Xufang Luo; Surin Ahn; Chengruidong Zhang; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (ICLR, 2025)

SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (ICLR, 2025)

Real-Time Neural-Enhancement for Online Cloud Gaming. - Shan Jiang; Zhenhua Han; Haisheng Tan; Xinyang Jiang; Yifan Yang 004; Xiaoxi Zhang; Hongqiu Ni; Yuqing Yang 001; Xiang-Yang Li (CoRR, 2025)

VisEval: A Benchmark for Data Visualization in the Era of Large Language Models. - Nan Chen; Yuge Zhang; Jiahang Xu; Kan Ren; Yuqing Yang 001 (IEEE Trans. Vis. Comput. Graph., 2025)

Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization. - Yuanye Liu; Jiahang Xu; Li Lyna Zhang; Qi Chen 009; Xuan Feng; Yang Chen; Zhongxin Guo; Yuqing Yang 001; Peng Cheng 005 (CoRR, 2025)

On Memory Construction and Retrieval for Personalized Conversational Agents. - Zhuoshi Pan; Qianhui Wu; Huiqiang Jiang; Xufang Luo; Hao Cheng 002; Dongsheng Li 002; Yuqing Yang 001; Chin-Yew Lin; H. Vicky Zhao; Lili Qiu; Jianfeng Gao 001 (CoRR, 2025)

Region-Adaptive Sampling for Diffusion Transformers. - Ziming Liu; Yifan Yang 004; Chengruidong Zhang; Yiqi Zhang; Lili Qiu; Yang You 001; Yuqing Yang 001 (CoRR, 2025)

VoLUT: Efficient Volumetric streaming enhanced by LUT-based super-resolution. - Chendong Wang; Anlan Zhang; Yifan Yang 004; Lili Qiu; Yuqing Yang 001; Xinyang Jiang; Feng Qian 001; Suman Banerjee 001 (CoRR, 2025)

HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models. - Ziqin Zhou; Yifan Yang 004; Yuqing Yang 001; Tianyu He; Houwen Peng; Kai Qiu; Qi Dai 001; Lili Qiu; Chong Luo; Lingqiao Liu (CoRR, 2025)

Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment. - Gaole Dai; Shiqi Jiang; Ting Cao; Yuanchun Li; Yuqing Yang 001; Rui Tan 001; Mo Li 001; Lili Qiu (CoRR, 2025)

Joint Optimization of Handoff and Video Rate in LEO Satellite Networks. - Kyoungjun Park; Zhiyuan He; Cheng Luo; Yi Xu; Lili Qiu; Changhan Ge; Muhammad Muaz; Yuqing Yang 001 (CoRR, 2025)

Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash. - Fucheng Jia; Zewen Wu; Shiqi Jiang; Huiqiang Jiang; Qianxi Zhang; Yuqing Yang 001; Yunxin Liu 001; Ju Ren 001; Deyu Zhang; Ting Cao (CoRR, 2025)

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention. - Yucheng Li; Huiqiang Jiang; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

Empowering Agentic Video Analytics Systems with Video Language Models. - Yuxuan Yan; Shiqi Jiang; Ting Cao; Yifan Yang 004; Qianqian Yang 002; Yuanchao Shu; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

Zoomer: Adaptive Image Focus Optimization for Black-box MLLM. - Jiaxu Qian; Chendong Wang; Yifan Yang 004; Chaoyun Zhang; Huiqiang Jiang; Xufang Luo; Yu Kang 006; Qingwei Lin; Anlan Zhang; Shiqi Jiang; Ting Cao; Tianjun Mao; et al. (CoRR, 2025)

Chain-of-Model Learning for Language Model. - Kaitao Song; Xiaohua Wang; Xu Tan 003; Huiqiang Jiang; Chengruidong Zhang; Yongliang Shen 001; Cen LU; Zihao Li 006; Zifan Song; Caihua Shan; Yansen Wang; Kan Ren; et al. (CoRR, 2025)

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL. - Yu Zhang; Yunqi Li; Yifan Yang 005; Rui Wang 095; Yuqing Yang 001; Dai Qi; Jianmin Bao; Dongdong Chen 001; Chong Luo; Lili Qiu (CoRR, 2025)

SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression. - Yucheng Li; Surin Ahn; Huiqiang Jiang; Amir H. Abdi; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape. - Nan Chen; Luna K. Qiu; Arran Zeyu Wang; Zilong Wang 006; Yuqing Yang 001 (CoRR, 2025)

TriangleMix: A Lossless and Efficient Attention Pattern for Long Context Prefilling. - Zhiyuan He; Yike Zhang; Chengruidong Zhang; Huiqiang Jiang; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

LeanK: Learnable K Cache Channel Pruning for Efficient Decoding. - Yike Zhang; Zhiyuan He; Huiqiang Jiang; Chengruidong Zhang; Yuqing Yang 001; Jianyong Wang 001; Lili Qiu (CoRR, 2025)

Agent Lightning: Train ANY AI Agents with Reinforcement Learning. - Xufang Luo; Yuge Zhang; Zhiyuan He; Zilong Wang 006; Siyun Zhao; Dongsheng Li 002; Luna K. Qiu; Yuqing Yang 001 (CoRR, 2025)