Published:
Recommended citation: Tatsuya Kubo, Daichi Tokuda, Lei Qu, Ting Cao, Shinya Takamaeda-Yamazaki. (2025). "PUDTune: Multi-Level Charging for High-Precision Calibration in Processing-Using-DRAM." IEEE Computer Architecture Letters.
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Recommended citation: Dayou Du, Shijie Cao, Jianyi Cheng, Ting Cao, Mao Yang. (2025). "BitDecoding: Unlocking Tensor Cores for Long-Context LLMs Decoding with Low-Bit KV Cache." arXiv.
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Recommended citation: Gaole Dai, Shiqi Jiang, Ting Cao, Yuanchun Li, Yuqing Yang, Rui Tan, Mo Li, Lili Qiu. (2025). "Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment." arXiv.
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Recommended citation: Tatsuya Kubo, Daichi Tokuda, Tomoya Nagatani, Masayuki Usui, Lei Qu, Ting Cao, Shinya Takamaeda-Yamazaki. (2025). "MVDRAM: Enabling GeMV Execution in Unmodified DRAM for Low-Bit LLM Acceleration." arXiv.
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Recommended citation: Fucheng Jia, Zewen Wu, Shiqi Jiang, Huiqiang Jiang, Qianxi Zhang, Yuqing Yang, Yunxin Liu, Ju Ren, Deyu Zhang, Ting Cao. (2025). "Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash." arXiv.
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Recommended citation: Qi Li, Kun Li, Haozhi Han, Honghui Shang, Xinfu He, Yunquan Zhang, Hong An, Ting Cao, Mao Yang. (2025). "SwarmThinkers: Learning Physically Consistent Atomic KMC Transitions at Scale." arXiv.
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Recommended citation: Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang. (2025). "SeerAttention-R: Sparse Attention Adaptation for Long Reasoning." arXiv.
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Published:
Recommended citation: Zixu Hao, Huiqiang Jiang, Shiqi Jiang, Ju Ren, Ting Cao. (2024). "Hybrid SLM and LLM for Edge-Cloud Collaborative Inference." EdgeFM’24 Workshop (Colocated with MobiCom’24).
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Recommended citation: Yizhao Gao, Zhichen Zeng, Dayou Du, Shijie Cao, Peiyuan Zhou, Jiaxing Qi, Junjie Lai, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang. (2024). "SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs." arXiv.
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Published:
Recommended citation: Tatsuya Kubo, Masayuki Usui, Tomoya Nagatani, Daichi Tokuda, Lei Qu, Ting Cao, Shinya Takamaeda-Yamazaki. (2024). "Bulk Bitwise Accumulation in Commercial DRAM." NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms.
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