Yunji Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
61
Venues
26
Active years
2009–2026
Best venue rank
A*
Where they publish
- A*AAAI12 papers
- A*IJCAI5 papers
- A*ISCA5 papers
- A*ICML4 papers
- A*MICRO4 papers
- AFPGA4 papers
- A*ASPLOS3 papers
- ADATE3 papers
- A*ACL2 papers
- A*ICLR2 papers
- A*HPCA2 papers
- BPPoPP1 paper
- A*OSDI1 paper
- A*EMNLP1 paper
- A*CVPR1 paper
- CICCD1 paper
- BCCGRID1 paper
- ACGO1 paper
- A*ICSE1 paper
- BASPDAC1 paper
- Journal PublishedCASES1 paper
- CHPCC1 paper
- CNPC1 paper
- BDCC1 paper
- BSPAA1 paper
- BCEC1 paper
Papers
61 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression. | Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yunji Chen, Qi Guo |
| 2026 | AAAI | Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation. | Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen |
| 2026 | AAAI | QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation. | Xinguo Zhu, Shaohui Peng, Jiaming Guo, Yunji Chen, Qi Guo, Yuanbo Wen, Hang Qin, Ruizhi Chen, Qirui Zhou, Ke Gao, Yanjun Wu, Chen Zhao, Ling Li |
| 2026 | ACL | QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization. | Changxin Ke, Rui Zhang, Jiaming Guo, Yuanbo Wen, Li Ding, Shuo Wang, Xuyuan Zhu, Xiong Peng, Di Huang, Zidong Du, Xing Hu, Qi Guo, Yunji Chen |
| 2026 | ASPLOS | Hardwired-Neuron Language Processing Units as General-Purpose Cognitive Substrates. | Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen |
| 2026 | PPoPP | FlashAttention-T: Towards Fully Tensorized Attention by Exploiting Tensor-Vector Parallelism. | Jianxing Xu, Yuanbo Wen, Jun Bi, Ruibai Xu, Guanglin Xu, Rui Zhang, Wei Li, Ling Li, Tianshi Chen, Qi Guo, Yunji Chen |
| 2025 | AAAI | InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct. | Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Yewen Pu, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Dawei Yin, Xing Hu, Yunji Chen |
| 2025 | AAAI | QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models. | Qirui Zhou, Yuanbo Wen, Ruizhi Chen, Ke Gao, Weiqiang Xiong, Ling Li, Qi Guo, Yanjun Wu, Yunji Chen |
| 2025 | ACL | QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm. | Qirui Zhou, Shaohui Peng, Weiqiang Xiong, Haixin Chen, Yuanbo Wen, Haochen Li, Ling Li, Qi Guo, Yongwei Zhao, Ke Gao, Ruizhi Chen, Yanjun Wu, Zhao Chen, Yunji Chen |
| 2025 | IJCAI | Automated Superscalar Processor Design by Learning Data Dependencies. | Shuyao Cheng, Rui Zhang, Wenkai He, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yifan Hao, Guanglin Xu, Yuanbo Wen, Ling Li, Qi Guo, Yunji Chen |
| 2025 | IJCAI | QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives. | Xuzhi Zhang, Shaohui Peng, Qirui Zhou, Yuanbo Wen, Qi Guo, Ruizhi Chen, Xinguo Zhu, Weiqiang Xiong, Haixin Chen, Congying Ma, Ke Gao, Chen Zhao, Yanjun Wu, Yunji Chen, Ling Li |
| 2025 | OSDI | 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, Ling Li, Xuehai Zhou, Tianshi Chen, Qi Guo, Yunji Chen |
| 2024 | AAAI | Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. | Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li |
| 2024 | AAAI | OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. | Fan Wu, Rui Zhang, Qi Yi, Yunkai Gao, Jiaming Guo, Shaohui Peng, Siming Lan, Husheng Han, Yansong Pan, Kaizhao Yuan, Pengwei Jin, Ruizhi Chen, Yunji Chen, Ling Li |
| 2024 | AAAI | Emergent Communication for Numerical Concepts Generalization. | Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen |
| 2024 | EMNLP | Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly. | Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Huimin Cui |
| 2024 | ICML | AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. | Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen |
| 2024 | ICML | Prompt-based Visual Alignment for Zero-shot Policy Transfer. | Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen |
| 2024 | IJCAI | Automated CPU Design by Learning from Input-Output Examples. | Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen |
| 2023 | AAAI | Online Symbolic Regression with Informative Query. | Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen |
| 2023 | AAAI | Conceptual Reinforcement Learning for Language-Conditioned Tasks. | Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen |
| 2023 | ICLR | BALTO: fast tensor program optimization with diversity-based active learning. | Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen |
| 2023 | ICML | Online Prototype Alignment for Few-shot Policy Transfer. | Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen |
| 2022 | ICLR | Neural Program Synthesis with Query. | Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen |
| 2022 | ICML | BabelTower: Learning to Auto-parallelized Program Translation. | Yuanbo Wen, Qi Guo, Qiang Fu, Xiaqing Li, Jianxing Xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen |
| 2021 | IJCAI | Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. | Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen |
| 2020 | AAAI | DWM: A Decomposable Winograd Method for Convolution Acceleration. | Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen |
| 2020 | CVPR | Fixed-Point Back-Propagation Training. | Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Qi Guo, Zidong Du, Tian Zhi, Yunji Chen |
| 2020 | ICCD | ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. | Xi Zeng, Tian Zhi, Zidong Du, Qi Guo, Ninghui Sun, Yunji Chen |
| 2019 | AAAI | TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding. | Lei Zhang, Shengyuan Zhou, Tian Zhi, Zidong Du, Yunji Chen |
| 2019 | ISCA | Cambricon-F: machine learning computers with fractal von neumann architecture. | Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen |
| 2018 | MICRO | Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. | Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Chengsi Liu, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen |
| 2017 | CCGRID | TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. | Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen, Tianshi Chen |
| 2016 | ISCA | Cambricon: An Instruction Set Architecture for Neural Networks. | Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie, Yunji Chen, Tianshi Chen |
| 2016 | MICRO | Cambricon-X: An accelerator for sparse neural networks. | Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen |
| 2015 | ASPLOS | PuDianNao: A Polyvalent Machine Learning Accelerator. | Dao-Fu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen |
| 2015 | CGO | HERMES: a fast cross-ISA binary translator with post-optimization. | Xiaochun Zhang, Qi Guo, Yunji Chen, Tianshi Chen, Weiwu Hu |
| 2015 | DATE | Retraining-based timing error mitigation for hardware neural networks. | Jiachao Deng, Yuntan Fang, Zidong Du, Ying Wang, Huawei Li, Olivier Temam, Paolo Ienne, David Novo, Xiaowei Li, Yunji Chen, Chengyong Wu |
| 2015 | ISCA | ShiDianNao: shifting vision processing closer to the sensor. | Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng, Yunji Chen, Olivier Temam |
| 2015 | ICSE | ReCBuLC: Reproducing Concurrency Bugs Using Local Clocks. | Xiang Yuan, Chenggang Wu, Zhenjiang Wang, Jianjun Li, Pen-Chung Yew, Jeff Huang, Xiaobing Feng, Yanyan Lan, Yunji Chen, Yong Guan |
| 2015 | MICRO | Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches. | Zidong Du, Daniel D. Ben-Dayan Rubin, Yunji Chen, Liqiang He, Tianshi Chen, Lei Zhang, Chengyong Wu, Olivier Temam |
| 2014 | ASPDAC | Leveraging the error resilience of machine-learning applications for designing highly energy efficient accelerators. | Zidong Du, Krishna V. Palem, Lingamneni Avinash, Olivier Temam, Yunji Chen, Chengyong Wu |
| 2014 | ASPLOS | DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning. | Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, Olivier Temam |
| 2014 | CASES | A low-cost memory interface for high-throughput accelerators. | Jing Huang, Yuanjie Huang, Olivier Temam, Paolo Ienne, Yunji Chen, Chengyong Wu |
| 2014 | FPGA | Co-processing with dynamic reconfiguration on heterogeneous MPSoC: practices and design tradeoffs (abstract only). | Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen, Koen Bertels |
| 2014 | FPGA | Big data genome sequencing on Zynq based clusters (abstract only). | Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen, Ray C. C. Cheung |
| 2014 | ISCA | ArchRanker: A ranking approach to design space exploration. | Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, Yunji Chen |
| 2014 | MICRO | DaDianNao: A Machine-Learning Supercomputer. | Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, Olivier Temam |
| 2013 | FPGA | Elastic CGRAs. | Yuanjie Huang, Paolo Ienne, Olivier Temam, Yunji Chen, Chengyong Wu |
| 2012 | HPCA | Statistical performance comparisons of computers. | Tianshi Chen, Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, Weiwu Hu |
| 2012 | HPCC | Performance Prediction for Reconfigurable Processor. | Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen |
| 2012 | NPC | An Elastic Architecture Adaptable to Millions of Application Scenarios. | Yunji Chen, Tianshi Chen, Qi Guo, Zhiwei Xu, Lei Zhang |
| 2011 | DATE | Empirical design bugs prediction for verification. | Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Yue Wu, Weiwu Hu |
| 2011 | DCC | Video Encoding without Integer-Pel Motion Estimation. | Shaoli Liu, Ling Li, Yunji Chen, Tianshi Chen |
| 2011 | IJCAI | Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. | Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu |
| 2011 | SPAA | Brief announcement: program regularization in verifying memory consistency. | Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Cheng Qian, Weiwu Hu |
| 2010 | DATE | A general method to make multi-clock system deterministic. | Menghao Su, Yunji Chen, Xiang Gao |
| 2010 | FPGA | A multi-FPGA based platform for emulating a 100m-transistor-scale processor with high-speed peripherals (abstract only). | Huandong Wang, Xiang Gao, Yunji Chen, Dan Tang, Weiwu Hu |
| 2010 | ISCA | LReplay: a pending period based deterministic replay scheme. | Yunji Chen, Weiwu Hu, Tianshi Chen, Ruiyang Wu |
| 2009 | CEC | A stochastic method for controlling the scaling parameters of Cauchy mutation in fast evolutionary programming. | Yunji Chen, Ke Tang, Tianshi Chen |
| 2009 | HPCA | Fast complete memory consistency verification. | Yunji Chen, Yi Lv, Weiwu Hu, Tianshi Chen, Haihua Shen, Pengyu Wang, Hong Pan |