Shiqi Jiang

Senior Researcher

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Publications

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- Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
  
  Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Scaling LLM Test-Time Compute with Mobile NPU on Smartphones
  
  Zixu Hao, Jianyu Wei, Tuowei Wang, Minxing Huang, Huiqiang Jiang, Shiqi Jiang, Ting Cao, Ju Ren
  
  EuroSys 2026 | November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuqing Yang, Yuanchun Li, Rui Tan, Mo Li, Lili Qiu
  
  International Conference on Learning Representations | September 2025
  
  DOI Publication
- 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 (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu
  
  March 2025
  
  Preprint
- 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
  
  DOI Publication Project
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- 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
  
  arXiv | October 2024
  
  DOI Publication Publication Project
- AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation
  
  Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong
  
  IEEE Transactions on Mobile Computing | October 2024
  
  Publication
- Anatomizing Deep Learning Inference in Web Browsers
  
  Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
  
  ACM Transactions on Software Engineering and Methodology | August 2024
  
  Publication
- Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  
  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
  
  the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024
  
  Publication
- Autodroid: LLM-Powered Task Automation in Android
  
  Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
  
  the 30th Annual International Conference on Mobile Computing and Networking (MobiCom'24) | May 2024
  
  Publication
- Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning
  
  Ya Nan, Shiqi Jiang, Mo Li
  
  ACM Transactions on Sensor Network | October 2023, Vol 20(1): pp. 1-23
  
  Publication
- NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors
  
  Jianyu Wei, Ting Cao, Shijie Cao, Shiqi Jiang, Shaowei Fu, Mao Yang, Yanyong Zhang, Yunxin Liu
  
  The 21st International Conference on Mobile Systems, Applications, and Services (MobiSys ’23) | June 2023
  
  Publication
- AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
  
  Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23)) | May 2023
  
  Publication
- Turbo: Opportunistic Enhancement for Edge Video Analytics
  
  Yan Lu, Shiqi Jiang, Ting Cao, Yuanchao Shu
  
  The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys ’22) | November 2022
  
  Publication
- CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices
  
  Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang
  
  Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services (MobiSys'22) | June 2022
  
  Publication
- Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
  
  Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom '21)) | October 2021
  
  Publication
- Profiling and optimizing deep learning inference on mobile GPUs
  
  Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
  
  Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys '20) | August 2020
  
  Publication

- Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
  
  Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Scaling LLM Test-Time Compute with Mobile NPU on Smartphones
  
  Zixu Hao, Jianyu Wei, Tuowei Wang, Minxing Huang, Huiqiang Jiang, Shiqi Jiang, Ting Cao, Ju Ren
  
  EuroSys 2026 | November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuqing Yang, Yuanchun Li, Rui Tan, Mo Li, Lili Qiu
  
  International Conference on Learning Representations | September 2025
  
  DOI Publication
- 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 (TMC) | April 2025, pp. 1-18
  
  Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu
  
  March 2025
  
  Preprint
- 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
  
  DOI Publication Project
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation
  
  Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong
  
  IEEE Transactions on Mobile Computing | October 2024
  
  Publication
- Anatomizing Deep Learning Inference in Web Browsers
  
  Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
  
  ACM Transactions on Software Engineering and Methodology | August 2024
  
  Publication
- Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  
  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
  
  the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024
  
  Publication
- Autodroid: LLM-Powered Task Automation in Android
  
  Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
  
  the 30th Annual International Conference on Mobile Computing and Networking (MobiCom'24) | May 2024
  
  Publication
- Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning
  
  Ya Nan, Shiqi Jiang, Mo Li
  
  ACM Transactions on Sensor Network | October 2023, Vol 20(1): pp. 1-23
  
  Publication
- AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
  
  Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23)) | May 2023
  
  Publication
- Turbo: Opportunistic Enhancement for Edge Video Analytics
  
  Yan Lu, Shiqi Jiang, Ting Cao, Yuanchao Shu
  
  The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys ’22) | November 2022
  
  Publication
- CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices
  
  Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang
  
  Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services (MobiSys'22) | June 2022
  
  Publication
- Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
  
  Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom '21)) | October 2021
  
  Publication
- Profiling and optimizing deep learning inference on mobile GPUs
  
  Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
  
  Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys '20) | August 2020
  
  Publication
- Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
  
  Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- 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
  
  DOI Publication Project
- 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
  
  arXiv | October 2024
  
  DOI Publication Publication Project
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Scaling LLM Test-Time Compute with Mobile NPU on Smartphones
  
  Zixu Hao, Jianyu Wei, Tuowei Wang, Minxing Huang, Huiqiang Jiang, Shiqi Jiang, Ting Cao, Ju Ren
  
  EuroSys 2026 | November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- 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 (TMC) | April 2025, pp. 1-18
  
  Publication
- Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu
  
  March 2025
  
  Preprint
- 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
  
  DOI Publication Project
- AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation
  
  Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong
  
  IEEE Transactions on Mobile Computing | October 2024
  
  Publication
- Anatomizing Deep Learning Inference in Web Browsers
  
  Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
  
  ACM Transactions on Software Engineering and Methodology | August 2024
  
  Publication
- Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  
  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
  
  the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024
  
  Publication
- Autodroid: LLM-Powered Task Automation in Android
  
  Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
  
  the 30th Annual International Conference on Mobile Computing and Networking (MobiCom'24) | May 2024
  
  Publication
- Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning
  
  Ya Nan, Shiqi Jiang, Mo Li
  
  ACM Transactions on Sensor Network | October 2023, Vol 20(1): pp. 1-23
  
  Publication
- NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors
  
  Jianyu Wei, Ting Cao, Shijie Cao, Shiqi Jiang, Shaowei Fu, Mao Yang, Yanyong Zhang, Yunxin Liu
  
  The 21st International Conference on Mobile Systems, Applications, and Services (MobiSys ’23) | June 2023
  
  Publication
- AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
  
  Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23)) | May 2023
  
  Publication
- Turbo: Opportunistic Enhancement for Edge Video Analytics
  
  Yan Lu, Shiqi Jiang, Ting Cao, Yuanchao Shu
  
  The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys ’22) | November 2022
  
  Publication
- CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices
  
  Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang
  
  Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services (MobiSys'22) | June 2022
  
  Publication
- Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
  
  Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom '21)) | October 2021
  
  Publication
- Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu
  
  March 2025
  
  Preprint
- Profiling and optimizing deep learning inference on mobile GPUs
  
  Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
  
  Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys '20) | August 2020
  
  Publication

- Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
  
  Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
  
  Ruofei Ju, Xinrui Wang, Xin Ding, Yifan Yang, Haotian Wu, Shiqi Jiang, Qianxi Zhang, Hao Wen, Xiangyu Li, Weijun Wang, Kunchang Li, Yunxin Liu, Haipeng Dai, Wei Wang, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents
  
  Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
  
  Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- 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
  
  arXiv | October 2024
  
  DOI Publication Publication Project
- Scaling LLM Test-Time Compute with Mobile NPU on Smartphones
  
  Zixu Hao, Jianyu Wei, Tuowei Wang, Minxing Huang, Huiqiang Jiang, Shiqi Jiang, Ting Cao, Ju Ren
  
  EuroSys 2026 | November 2025
  
  Publication
- AVA: Towards Agentic Video Analytics with Vision Language Models
  
  Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, Lili Qiu
  
  23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI'26)) | October 2025
  
  Publication
- Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
  
  Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee
  
  ICML 2026 | October 2025
  
  Publication
- AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
  
  Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao
  
  ICML 2026 | September 2025
  
  DOI Publication
- ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuqing Yang, Yuanchun Li, Rui Tan, Mo Li, Lili Qiu
  
  International Conference on Learning Representations | September 2025
  
  DOI Publication
- StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
  
  Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao
  
  International Conference on Computer Vision (ICCV'25) | March 2025
  
  DOI Publication Publication
- 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
  
  DOI Publication Project
- ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  DOI Publication
- The Potential and Value of AI Chatbot in Personalized Cognitive Training
  
  Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu
  
  CHI 2026 | October 2024
  
  Preprint Publication Access Project
- Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  
  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
  
  the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys'24) | June 2024
  
  Publication
- Autodroid: LLM-Powered Task Automation in Android
  
  Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu
  
  the 30th Annual International Conference on Mobile Computing and Networking (MobiCom'24) | May 2024
  
  Publication
- NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors
  
  Jianyu Wei, Ting Cao, Shijie Cao, Shiqi Jiang, Shaowei Fu, Mao Yang, Yanyong Zhang, Yunxin Liu
  
  The 21st International Conference on Mobile Systems, Applications, and Services (MobiSys ’23) | June 2023
  
  Publication
- AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
  
  Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom'23)) | May 2023
  
  Publication
- Turbo: Opportunistic Enhancement for Edge Video Analytics
  
  Yan Lu, Shiqi Jiang, Ting Cao, Yuanchao Shu
  
  The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys ’22) | November 2022
  
  Publication
- CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices
  
  Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang
  
  Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services (MobiSys'22) | June 2022
  
  Publication
- Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
  
  Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom '21)) | October 2021
  
  Publication
- Profiling and optimizing deep learning inference on mobile GPUs
  
  Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
  
  Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys '20) | August 2020
  
  Publication
- Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment
  
  Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu
  
  March 2025
  
  Preprint
- 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 (TMC) | April 2025, pp. 1-18
  
  Publication
- AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation
  
  Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong
  
  IEEE Transactions on Mobile Computing | October 2024
  
  Publication
- Anatomizing Deep Learning Inference in Web Browsers
  
  Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
  
  ACM Transactions on Software Engineering and Methodology | August 2024
  
  Publication
- Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning
  
  Ya Nan, Shiqi Jiang, Mo Li
  
  ACM Transactions on Sensor Network | October 2023, Vol 20(1): pp. 1-23
  
  Publication

Shiqi Jiang

Publications

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding

Scaling LLM Test-Time Compute with Mobile NPU on Smartphones

AVA: Towards Agentic Video Analytics with Vision Language Models

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

The Potential and Value of AI Chatbot in Personalized Cognitive Training

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation

Anatomizing Deep Learning Inference in Web Browsers

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Autodroid: LLM-Powered Task Automation in Android

Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning

NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Turbo: Opportunistic Enhancement for Edge Video Analytics

CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices

Flexible High-resolution Object Detection on Edge Devices with Tunable Latency

Profiling and optimizing deep learning inference on mobile GPUs

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents

Scaling LLM Test-Time Compute with Mobile NPU on Smartphones

AVA: Towards Agentic Video Analytics with Vision Language Models

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

The Potential and Value of AI Chatbot in Personalized Cognitive Training

AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation

Anatomizing Deep Learning Inference in Web Browsers

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Autodroid: LLM-Powered Task Automation in Android

Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Turbo: Opportunistic Enhancement for Edge Video Analytics

CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices

Flexible High-resolution Object Detection on Edge Devices with Tunable Latency

Profiling and optimizing deep learning inference on mobile GPUs

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

Scaling LLM Test-Time Compute with Mobile NPU on Smartphones

AVA: Towards Agentic Video Analytics with Vision Language Models

Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices

Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation

Anatomizing Deep Learning Inference in Web Browsers

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

Autodroid: LLM-Powered Task Automation in Android

Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning

NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Turbo: Opportunistic Enhancement for Edge Video Analytics

CoDL: Efficient CPU-GPU Co-execution for Deep Learning Inference on Mobile Devices

Flexible High-resolution Object Detection on Edge Devices with Tunable Latency

Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment

Profiling and optimizing deep learning inference on mobile GPUs

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents