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Yuanchun Li 0003
Person information
- affiliation: Peking University, Beijing, China
Other persons with the same name
- Yuanchun Li — disambiguation page
- Yuanchun Li 0001
— Changchun University of Technology, Changchun, China - Yuanchun Li 0002
— Changchun University of Technology, Changchun, China - Yuanchun Li 0004
— University of Science and Technology, Shenzhen, China
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2020 – today
- 2025
[j10]Rui Kong
, Yuanchun Li
, Weijun Wang
, Linghe Kong
, Yunxin Liu
:
Serving MoE Models on Resource-Constrained Edge Devices via Dynamic Expert Swapping. IEEE Trans. Computers 74(8): 2799-2811 (2025)
[j9]Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong, Ting Chen, Yubo Yang, Zhimeng Yin, Yunxin Liu:
AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation. IEEE Trans. Mob. Comput. 24(2): 845-858 (2025)
[j8]Qipeng Wang
, Shiqi Jiang
, Yifan Yang
, Ruiqi Liu, Yuanchun Li
, Ting Cao
, Xuanzhe Liu
:
Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices. IEEE Trans. Mob. Comput. 24(9): 8729-8746 (2025)
[j7]Xiang Wang, Lingxiao Ma, Ziyan Fu, Xiangyu Li, Yuanchun Li, Ju Ren, Yaoxue Zhang, Yunxin Liu:
Squeezer: Efficient Multi-DNN Inference for Edge Video Analytics via Cross-Model Scheduling. IEEE Trans. Mob. Comput. 24(12): 13309-13321 (2025)
[j6]Qipeng Wang
, Shiqi Jiang
, Zhenpeng Chen
, Xu Cao
, Yuanchun Li
, Aoyu Li
, Yun Ma
, Ting Cao
, Xuanzhe Liu
:
Anatomizing Deep Learning Inference in Web Browsers. ACM Trans. Softw. Eng. Methodol. 34(2): 47:1-47:43 (2025)
[c26]Yuchen Sun, Shanhui Zhao, Tao Yu, Hao Wen, Samith Va, Mengwei Xu, Yuanchun Li, Chongyang Zhang:
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration. CVPR 2025: 19477-19486
[c25]Liang Mi
, Weijun Wang
, Wenming Tu
, Qingfeng He
, Rui Kong
, Xinyu Fang
, Yazhu Dong
, Yikang Zhang
, Yuanchun Li
, Meng Li
, Haipeng Dai
, Guihai Chen
, Yunxin Liu
:
Empower Vision Applications with LoRA LMM. EuroSys 2025: 261-277
[c24]Hao Wen
, Shizuo Tian
, Borislav Pavlov
, Wenjie Du
, Yixuan Li
, Ge Chang
, Shanhui Zhao
, Jiacheng Liu
, Yunxin Liu
, Ya-Qin Zhang
, Yuanchun Li
:
AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation. MobiSys 2025: 223-235
[c23]Weijun Wang, Liang Mi, Shaowei Cen, Haipeng Dai, Yuanchun Li, Xiaoming Fu, Yunxin Liu:
Region-based Content Enhancement for Efficient Video Analytics at the Edge. NSDI 2025: 613-633
[i26]Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu:
Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment. CoRR abs/2503.15937 (2025)
[i25]Yuchen Sun, Shanhui Zhao, Tao Yu, Hao Wen, Samith Va, Mengwei Xu, Yuanchun Li, Chongyang Zhang:
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration. CoRR abs/2503.17709 (2025)
[i24]Shanhui Zhao, Hao Wen, Wenjie Du, Cheng Liang, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Yuanchun Li:
LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps. CoRR abs/2505.10593 (2025)
[i23]Weikai Xu, Zhizheng Jiang, Yuxuan Liu, Pengzhi Gao, Wei Liu, Jian Luan
, Yuanchun Li, Yunxin Liu, Bin Wang, Bo An:
Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents. CoRR abs/2505.11891 (2025)
[i22]Guohong Liu, Jialei Ye, Jiacheng Liu, Yuanchun Li, Wei Liu, Pengzhi Gao, Jian Luan
, Yunxin Liu:
Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties. CoRR abs/2507.04227 (2025)
[i21]Gaole Dai, Shiqi Jiang, Ting Cao, Yuqing Yang, Yuanchun Li, Rui Tan, Mo Li, Lili Qiu:
ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration. CoRR abs/2509.21823 (2025)- 2024
[j5]Jinrui Zhang
, Huan Yang
, Ju Ren
, Deyu Zhang
, Bangwen He
, Youngki Lee
, Ting Cao
, Yuanchun Li
, Yaoxue Zhang
, Yunxin Liu
:
HiMoDepth: Efficient Training-Free High-Resolution On-Device Depth Perception. IEEE Trans. Mob. Comput. 23(5): 4648-4664 (2024)
[j4]Yuanzhe Li, Shangguang Wang, Yuanchun Li, Ao Zhou, Mengwei Xu, Xiao Ma, Yunxin Liu:
Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. IEEE Trans. Mob. Comput. 23(6): 7084-7098 (2024)
[j3]Zhengyuan Zhang
, Dong Zhao
, Renhao Liu
, Kuo Tian
, Yuxing Yao
, Yuanchun Li
, Huadong Ma
:
CamoNet: On-Device Neural Network Adaptation With Zero Interaction and Unlabeled Data for Diverse Edge Environments. IEEE Trans. Mob. Comput. 23(12): 11483-11497 (2024)
[c22]Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu:
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. ACL (1) 2024: 6710-6720
[c21]Yizhen Yuan
, Rui Kong
, Yuanchun Li
, Yunxin Liu
:
WiP: An On-device LLM-based Approach to Query Privacy Protection. EdgeFM@MobiSys 2024: 7-9
[c20]Jiacheng Liu
, Wenxing Xu
, Yuanchun Li
:
ChainStream: A Stream-based LLM Agent Framework for Continuous Context Sensing and Sharing. EdgeFM@MobiSys 2024: 18-23
[c19]Huan Yang
, Deyu Zhang
, Yudong Zhao
, Yuanchun Li
, Yunxin Liu
:
A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage. MobiArch 2024: 13-18
[c18]Hao Wen
, Yuanchun Li
, Guohong Liu
, Shanhui Zhao
, Tao Yu
, Toby Jia-Jun Li
, Shiqi Jiang
, Yunhao Liu
, Yaqin Zhang
, Yunxin Liu
:
AutoDroid: LLM-powered Task Automation in Android. MobiCom 2024: 543-557
[c17]Xiangyu Li, Yuanchun Li, Yuanzhe Li, Ting Cao, Yunxin Liu:
FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices. MobiCom 2024: 709-723
[c16]Fucheng Jia
, Shiqi Jiang
, Ting Cao
, Wei Cui
, Tianrui Xia
, Xu Cao
, Yuanchun Li
, Qipeng Wang
, Deyu Zhang
, Ju Ren
, Yunxin Liu
, Lili Qiu
, Mao Yang
:
Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. MobiSys 2024: 438-450
[c15]Hao Wen
, Wenjie Du
, Yuanchun Li
, Yunxin Liu
:
Poster: Enabling Agent-centric Interaction on Smartphones with LLM-based UI Reassembling. MobiSys 2024: 706-707
[c14]Li Zhang
, Shihe Wang
, Xianqing Jia
, Zhihan Zheng
, Yunhe Yan
, Longxi Gao
, Yuanchun Li
, Mengwei Xu
:
LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation. UIST 2024: 132:1-132:13
[c13]Jinliang Yuan
, Shangguang Wang
, Hongyu Li
, Daliang Xu
, Yuanchun Li
, Mengwei Xu
, Xuanzhe Liu
:
Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs. WWW 2024: 2786-2794
[i20]Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu
, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan
, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li
, Yang Liu, Ya-Qin Zhang, Yunxin Liu:
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security. CoRR abs/2401.05459 (2024)
[i19]Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu
:
A Survey of Resource-efficient LLM and Multimodal Foundation Models. CoRR abs/2401.08092 (2024)
[i18]Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu
:
Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance. CoRR abs/2402.05981 (2024)
[i17]Wangsong Yin, Mengwei Xu, Yuanchun Li, Xuanzhe Liu
:
LLM as a System Service on Mobile Devices. CoRR abs/2403.11805 (2024)
[i16]Li Zhang, Shihe Wang, Xianqing Jia, Zhihan Zheng, Yunhe Yan, Longxi Gao, Yuanchun Li, Mengwei Xu:
LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Automation Task Evaluation. CoRR abs/2404.16054 (2024)
[i15]Rui Kong, Qiyang Li, Xinyu Fang, Qingtian Feng, Qingfeng He, Yazhu Dong, Weijun Wang, Yuanchun Li, Linghe Kong
, Yunxin Liu:
LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design. CoRR abs/2405.17741 (2024)
[i14]Weijun Wang, Liang Mi, Shaowei Cen, Haipeng Dai
, Yuanchun Li, Xiaoming Fu, Yunxin Liu:
Region-based Content Enhancement for Efficient Video Analytics at the Edge. CoRR abs/2407.16990 (2024)
[i13]Huan Yang, Deyu Zhang, Yudong Zhao, Yuanchun Li, Yunxin Liu:
A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage. CoRR abs/2409.04040 (2024)
[i12]Longxi Gao, Li Zhang, Shihe Wang, Shangguang Wang, Yuanchun Li, Mengwei Xu:
MobileViews: A Large-Scale Mobile GUI Dataset. CoRR abs/2409.14337 (2024)
[i11]Hao Wen, Shizuo Tian, Borislav Pavlov, Wenjie Du, Yixuan Li, Ge Chang, Shanhui Zhao, Jiacheng Liu, Yunxin Liu, Ya-Qin Zhang, Yuanchun Li:
AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation. CoRR abs/2412.18116 (2024)- 2023
[j2]Yuheng Huang
, Lei Ma
, Yuanchun Li
:
PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. 32(6): 154:1-154:34 (2023)
[c12]Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu:
Privacy as a Resource in Differentially Private Federated Learning. INFOCOM 2023: 1-10
[c11]Chen Yang, Yuanchun Li, Hao Lu, Jinliang Yuan, Qibo Sun, Shangguang Wang, Mengwei Xu:
Evaluating and Enhancing the Robustness of Federated Learning System against Realistic Data Corruption. ISSRE 2023: 462-473
[c10]Yixuan Li, Qirui Yang, Hao Wen, Huiwen Zheng, Weimin Liu, Hui Li, Yuanchun Li, Yunxin Liu:
Retrieval-based Battery Degradation Prediction for Battery Energy Storage System Operations. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2023: 724-731
[c9]Yizhen Yuan
, Rui Kong
, Shenghao Xie
, Yuanchun Li
, Yunxin Liu
:
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification. ACM Multimedia 2023: 9134-9142
[c8]Hao Wen
, Yuanchun Li
, Zunshuai Zhang
, Shiqi Jiang
, Xiaozhou Ye
, Ye Ouyang
, Yaqin Zhang
, Yunxin Liu
:
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. MobiCom 2023: 28:1-28:17
[c7]Rui Kong
, Yuanchun Li
, Yizhen Yuan
, Linghe Kong
:
ConvReLU++: Reference-based Lossless Acceleration of Conv-ReLU Operations on Mobile CPU. MobiSys 2023: 503-515
[i10]Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu:
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. CoRR abs/2303.07129 (2023)
[i9]Hao Wen, Hongming Wang, Jiaxuan Liu, Yuanchun Li:
DroidBot-GPT: GPT-powered UI Automation for Android. CoRR abs/2304.07061 (2023)
[i8]Changhao Wu, Yuanchun Li, Mengwei Xu, Chongbin Guo, Zengshan Yin, Weiwei Gao, Chuanxiu Chi:
A Comprehensive Survey on Orbital Edge Computing: Systems, Applications, and Algorithms. CoRR abs/2306.00275 (2023)
[i7]Yizhen Yuan, Rui Kong, Shenghao Xie, Yuanchun Li, Yunxin Liu:
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification. CoRR abs/2308.11822 (2023)
[i6]Wenxing Xu, Yuanchun Li, Jiacheng Liu, Yi Sun, Zhengyang Cao, Yixuan Li, Hao Wen, Yunxin Liu:
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints. CoRR abs/2308.15003 (2023)
[i5]Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Linghe Kong
, Yunxin Liu:
Serving MoE Models on Resource-constrained Edge Devices via Dynamic Expert Swapping. CoRR abs/2308.15030 (2023)
[i4]Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu:
Empowering LLM to use Smartphone for Intelligent Task Automation. CoRR abs/2308.15272 (2023)
[i3]Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang:
Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations. CoRR abs/2309.08978 (2023)- 2022
[c6]Divyam Madaan, Jaehong Yoon, Yuanchun Li, Yunxin Liu, Sung Ju Hwang:
Representational Continuity for Unsupervised Continual Learning. ICLR 2022
[c5]Jinrui Zhang, Huan Yang
, Ju Ren, Deyu Zhang, Bangwen He, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu:
MobiDepth: real-time depth estimation using on-device dual cameras. MobiCom 2022: 528-541
[c4]Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee:
FedBalancer: data and pace control for efficient federated learning on heterogeneous clients. MobiSys 2022: 436-449
[i2]Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee:
Sample Selection with Deadline Control for Efficient Federated Learning on Heterogeneous Clients. CoRR abs/2201.01601 (2022)- 2021
[c3]Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu
, Yunxin Liu:
Flexible high-resolution object detection on edge devices with tunable latency. MobiCom 2021: 559-572
[c2]Chengxu Yang, Yuanchun Li, Mengwei Xu, Zhenpeng Chen
, Yunxin Liu, Gang Huang, Xuanzhe Liu
:
TaintStream: fine-grained taint tracking for big data platforms through dynamic code translation. ESEC/SIGSOFT FSE 2021: 806-817
[i1]Divyam Madaan, Jaehong Yoon, Yuanchun Li, Yunxin Liu, Sung Ju Hwang:
Rethinking the Representational Continuity: Towards Unsupervised Continual Learning. CoRR abs/2110.06976 (2021)
2010 – 2019
- 2017
[j1]Yuanchun Li, Fanglin Chen, Toby Jia-Jun Li
, Yao Guo, Gang Huang, Matthew Fredrikson
, Yuvraj Agarwal, Jason I. Hong:
PrivacyStreams: Enabling Transparency in Personal Data Processing for Mobile Apps. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 76:1-76:26 (2017)
[c1]Toby Jia-Jun Li
, Yuanchun Li, Fanglin Chen, Brad A. Myers:
Programming IoT Devices by Demonstration Using Mobile Apps. IS-EUD 2017: 3-17
Coauthor Index

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last updated on 2025-11-23 20:59 CET by the dblp team
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