RobRun: Upgrade Devices with Promptable Intelligence

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- 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
- 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
  
  DOI Publication Publication
- LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration
  
  Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
  
  August 2024
  
  DOI Publication Publication
- T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge
  
  Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang
  
  June 2024
  
  DOI Publication Publication
- BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
  
  Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
  
  February 2024
  
  DOI Publication Publication
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom’23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  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
- LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration
  
  Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
  
  August 2024
  
  DOI Publication Publication
- T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge
  
  Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang
  
  June 2024
  
  DOI Publication Publication
- BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
  
  Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
  
  February 2024
  
  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
- 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
  
  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
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom’23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  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
  
  DOI Publication Publication
- LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration
  
  Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
  
  August 2024
  
  DOI Publication Publication
- T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge
  
  Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang
  
  June 2024
  
  DOI Publication Publication
- BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
  
  Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
  
  February 2024
  
  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
- LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  
  Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
  
  The 29th Annual International Conference On Mobile Computing And Networking (MobiCom’23) | October 2023
  
  Microsoft Research Focus https://www.rarnonalumber.com/en-us/research/blog/research-focus-week-of-november-8-2023/
  
  Publication