Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. - Yifan Hao 001; Yongwei Zhao; Chenxiao Liu; Zidong Du; Shuyao Cheng; Xiaqing Li; Xing Hu 001; Qi Guo 001; Zhiwei Xu 002; Tianshi Chen 002 (MICRO, 2022)

BALTO: fast tensor program optimization with diversity-based active learning. - Jun Bi; Xiaqing Li; Qi Guo 001; Rui Zhang 040; Yuanbo Wen; Xing Hu 001; Zidong Du; Xinkai Song; Yifan Hao 001; Yunji Chen (ICLR, 2023)

Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. - Hongrui Guo; Yongwei Zhao; Zhangmai Li; Yifan Hao 001; Chang Liu 021; Xinkai Song; Xiaqing Li; Zidong Du; Rui Zhang 040; Qi Guo 001; Tianshi Chen 002; Zhiwei Xu 002 (MICRO, 2023)

Emergent Communication for Rules Reasoning. - Yuxuan Guo; Yifan Hao 001; Rui Zhang 040; Enshuai Zhou; Zidong Du; Xishan Zhang; Xinkai Song; Yuanbo Wen; Yongwei Zhao; Xuehai Zhou; Jiaming Guo; Qi Yi; et al. (NeurIPS, 2023)

Learning Domain-Aware Detection Head with Prompt Tuning. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xinkai Song; Yifan Hao 001; Yongwei Zhao; Ling Li 001; Yunji Chen (NeurIPS, 2023)

Ultra-low Precision Multiplication-free Training for Deep Neural Networks. - Chang Liu 021; Rui Zhang 040; Xishan Zhang; Yifan Hao 001; Zidong Du; Xing Hu 001; Ling Li 001; Qi Guo 001 (CoRR, 2023)

Pushing the Limits of Machine Design: Automated CPU Design with AI. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Yunhao Tian; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; et al. (CoRR, 2023)

Chip design with machine learning: a survey from algorithm perspective. - Wenkai He; Xiaqing Li; Xinkai Song; Yifan Hao 001; Rui Zhang 040; Zidong Du; Yunji Chen (Sci. China Inf. Sci., 2023)

Hardware Acceleration for SLAM in Mobile Systems. - Zhe Fan; Yifan Hao 001; Tian Zhi; Qi Guo 001; Zidong Du (J. Comput. Sci. Technol., 2023)

Emergent Communication for Numerical Concepts Generalization. - Enshuai Zhou; Yifan Hao 001; Rui Zhang 040; Yuxuan Guo; Zidong Du; Xishan Zhang; Xinkai Song; Chao Wang 003; Xuehai Zhou; Jiaming Guo; Qi Yi; Shaohui Peng; et al. (AAAI, 2024)

TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. - Husheng Han; Xinyao Zheng; Yuanbo Wen; Yifan Hao 001; Erhu Feng; Ling Liang; Jianan Mu; Xiaqing Li; Tianyun Ma; Pengwei Jin; Xinkai Song; Zidong Du; et al. (ASPLOS (4), 2024)

Automated CPU Design by Learning from Input-Output Examples. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; Ximing Liu; et al. (IJCAI, 2024)

Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. - Weihao Kong; Yifan Hao 001; Qi Guo 001; Yongwei Zhao; Xinkai Song; Xiaqing Li; Mo Zou; Zidong Du; Rui Zhang 040; Chang Liu 021; Yuanbo Wen; Pengwei Jin; et al. (ISCA, 2024)

Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. - Yi Chen; Yongwei Zhao; Yifan Hao 001; Yuanbo Wen; Yuntao Dai; Xiaqing Li; Yang Liu; Rui Zhang 040; Mo Zou; Xinkai Song; Xing Hu 001; Zidong Du; et al. (MICRO, 2024)

Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference. - Hongrui Guo; Mo Zou; Yifan Hao 001; Zidong Du; Erxiang Ren; Yang Liu; Yongwei Zhao; Tianrui Ma; Rui Zhang 040; Xing Hu 001; Fei Qiao; Zhiwei Xu 002; et al. (MICRO, 2024)

SRender: Boosting Neural Radiance Field Efficiency via Sensitivity-Aware Dynamic Precision Rendering. - Zhuoran Song; Houshu He; Fangxin Liu; Yifan Hao 001; Xinkai Song; Li Jiang 002; Xiaoyao Liang (MICRO, 2024)

Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. - Zhongkai Yu; Shengwen Liang; Tianyun Ma; Yunke Cai; Ziyuan Nan; Di Huang; Xinkai Song; Yifan Hao 001; Jie Zhang 048; Tian Zhi; Yongwei Zhao; Zidong Du; et al. (MICRO, 2024)

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Xiaqing Li; Yongwei Zhao; Yunji Chen; Ling Li 001 (NeurIPS, 2024)

Assessing and Understanding Creativity in Large Language Models. - Yunpu Zhao; Rui Zhang 040; Wenyi Li; Di Huang; Jiaming Guo; Shaohui Peng; Yifan Hao 001; Yuanbo Wen; Xing Hu 001; Zidong Du; Qi Guo 001; Ling Li 001; et al. (CoRR, 2024)

Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. - Yuxuan Guo; Shaohui Peng; Jiaming Guo; Di Huang; Xishan Zhang; Rui Zhang 040; Yifan Hao 001; Ling Li 001; Zikang Tian; Mingju Gao; Yutai Li; Yiming Gan; et al. (CoRR, 2024)

Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. - Yunpu Zhao; Rui Zhang 040; Junbin Xiao; Changxin Ke; Ruibo Hou; Yifan Hao 001; Qi Guo 001; Yunji Chen (CoRR, 2024)

AGON: Automated Design Framework for Customizing Processors from ISA Documents. - Chongxiao Li; Di Huang; Pengwei Jin; Tianyun Ma; Husheng Han; Shuyao Cheng; Yifan Hao 001; Yongwei Zhao; Guanglin Xu; Zidong Du; Rui Zhang 040; Xiaqing Li; et al. (CoRR, 2024)

REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Ling Li 001 (IEEE Trans. Image Process., 2024)

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. - Husheng Han; Xing Hu 001; Yifan Hao 001; Kaidi Xu; Pucheng Dang; Ying Wang 001; Yongwei Zhao; Zidong Du; Qi Guo 001; Yanzhi Wang; Xishan Zhang; Tianshi Chen 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. - Feng Xue; Chenji Han; Xinyu Li 010; Junliang Wu; Tingting Zhang; Tianyi Liu; Yifan Hao 001; Zidong Du; Qi Guo 001; Fuxin Zhang (ACM Trans. Archit. Code Optim., 2024)

FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. - Xiaqing Li; Qi Guo 001; Guangyan Zhang; Siwei Ye; Guanhua He; Yiheng Yao; Rui Zhang 040; Yifan Hao 001; Zidong Du; Weimin Zheng (IEEE Trans. Parallel Distributed Syst., 2024)

Environmental Condition Aware Super-Resolution Acceleration Framework in Server-Client Hierarchies. - Zhuoran Song; Zhongkai Yu; Xinkai Song; Yifan Hao 001; Li Jiang 002; Naifeng Jing; Xiaoyao Liang (ACM Trans. Archit. Code Optim., 2024)

Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with iTex Tessellation. - Jianxing Xu; Yuanbo Wen; Zikang Liu; Ruibai Xu; Tingfeng Ruan; Jun Bi; Rui Zhang 040; Di Huang; Xinkai Song; Yifan Hao 001; Xing Hu 001; Zidong Du; et al. (ASPLOS (2), 2025)

SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Shaohui Peng; Yongwei Zhao; Chen Zhao; Yanjun Wu; Ling Li 001 (CVPR, 2025)

Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. - Tianbo Liu 006; Xinkai Song; Zhifei Yue; Rui Wen; Xing Hu 001; Zhuoran Song; Yuanbo Wen; Yifan Hao 001; Wei Li 008; Zidong Du; Rui Zhang 040; Jiaming Guo; et al. (ISCA, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Ling Li 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (OSDI, 2025)

Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation. - Yunpu Zhao; Rui Zhang 040; Junbin Xiao; Ruibo Hou; Jiaming Guo; Zihao Zhang; Yifan Hao 001; Yunji Chen (CoRR, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Yuanbo Wen; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (CoRR, 2025)

QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies. - Shuyao Cheng; Rui Zhang 040; Wenkai He; Pengwei Jin; Chongxiao Li; Zidong Du; Xing Hu 001; Yifan Hao 001; Guanglin Xu; Yuanbo Wen; Ling Li 001; Qi Guo 001; et al. (CoRR, 2025)

QiMeng: Fully Automated Hardware and Software Design for Processor Chip. - Rui Zhang 040; Yuanbo Wen; Shuyao Cheng; Di Huang; Shaohui Peng; Jiaming Guo; Pengwei Jin; Jiacheng Zhao; Tianrui Ma; Yaoyu Zhu; Yifan Hao 001; Yongwei Zhao; et al. (CoRR, 2025)