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sqPoseidon committed May 30, 2024
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<h2>Publications</h2>
<h3>Conference papers</h3>
<ol>
<li><p>Xianting Lu, Yunong Wang, Yu Fu, <b>Qi Sun</b>, Xuhua Ma, Xudong Zheng, Cheng Zhuo, "MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing Systems", ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Barcelona, Spain, Aug. 25-29, 2024.</p>
<li><p>Xianting Lu, Yunong Wang, Yu Fu, <b>Qi Sun</b>, Xuhua Ma, Xudong Zheng, Cheng Zhuo, "MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing Systems", ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (<b>KDD</b>), Barcelona, Spain, Aug. 25-29, 2024.</p>
</li>
<li><p>Lancheng Zou, Wenqian Zhao, Shuo Yin, Chen Bai, <b>Qi Sun#</b>, Bei Yu#, "BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization", International Conference on Machine Learning (<b>ICML</b>), Vienna, Jul. 21–27, 2024.</p>
</li>
<li><p>Yuqi Jiang, Qian Jin, Xudong Lu, <b>Qi Sun#</b>, Cheng Zhuo, &ldquo;FabSage: A Large Multimodal Model for IC Defect Detection, Analysis, and Knowledge Querying
&rdquo;, 1st IEEE International Workshop on LLM-Aided Design, San Jose, CA, June 28-29, 2024.</p>
&rdquo;, 1st IEEE International Workshop on LLM-Aided Design (<b>LAD</b>), San Jose, CA, June 28-29, 2024.</p>
</li>
<li><p>Donger Luo*, <b>Qi Sun*</b>, Xinheng Li, Chen Bai, Bei Yu, Hao Geng, "Knowing The Spec to Explore The Design via Transformed Bayesian Optimization", ACM/IEEE Design Automation Conference (DAC), San Francisco, Jun. 23–27, 2024.</p>
<li><p>Donger Luo*, <b>Qi Sun*</b>, Xinheng Li, Chen Bai, Bei Yu, Hao Geng, "Knowing The Spec to Explore The Design via Transformed Bayesian Optimization", ACM/IEEE Design Automation Conference (<b>DAC</b>), San Francisco, Jun. 23–27, 2024.</p>
</li>
<li><p>Yibo Qiao, Weiping Xie, Shunyuan Lou, Qian Jin, Lichao Zeng, Yining Chen#, <b>Qi Sun#</b>, Cheng Zhuo#, "Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect Segmentation", ACM/IEEE Design Automation Conference (DAC), San Francisco, Jun. 23–27, 2024.</p>
<li><p>Yibo Qiao, Weiping Xie, Shunyuan Lou, Qian Jin, Lichao Zeng, Yining Chen#, <b>Qi Sun#</b>, Cheng Zhuo#, "Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect Segmentation", ACM/IEEE Design Automation Conference (<b>DAC</b>), San Francisco, Jun. 23–27, 2024.</p>
</li>
<li><p>Hongquan He, Guowen Kuang, <b>Qi Sun</b>, Hao Geng, "Point Cloud and Large Pre-trained Model Catch Mixed-type Wafer Defect Pattern Recognition", IEEE/ACM Proceedings Design, Automation and Test in Europe (<b>DATE</b>), Valencia, Spain, Mar. 25-27, 2024. </p>
</li>
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</li>
<li><p>E. S. Alcorta, A. Gerstlauer, C. Deng, <b>Q. Sun</b>, Z. Zhang, C. Xu, L. W. Wills, D. S. Lopera, W. Ecker, S. Garg, and J. Hu, "Machine Learning for Embedded System Design", International Conference on Hardware/Software Codesign and System Synthesis (<b>CODES+ISSS</b>), Sep. 2023. (Invited Paper)</p>
</li>
<li><p>Yuxuan Zhao, <b>Qi Sun#</b>, Zhuolun He, Yang Bai, Bei Yu, "AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution", AAAI Conference on Artificial Intelligence (AAAI), Feb. 7–14, 2023.</p>
<li><p>Yuxuan Zhao, <b>Qi Sun#</b>, Zhuolun He, Yang Bai, Bei Yu, "AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution", AAAI Conference on Artificial Intelligence (<b>AAAI</b>), Feb. 7–14, 2023.</p>
</li>
<li><p>Xufeng Yao, Yang Bai, Xinyun Zhang, Yuechen Zhang, <b>Qi Sun</b>, Ran Chen, Ruiyu Li, Bei Yu, "PCL: Proxy-based Contrastive Learning for Domain Generalization", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Jun. 19–24, 2022.</p>
<li><p>Xufeng Yao, Yang Bai, Xinyun Zhang, Yuechen Zhang, <b>Qi Sun</b>, Ran Chen, Ruiyu Li, Bei Yu, "PCL: Proxy-based Contrastive Learning for Domain Generalization", IEEE/CVF Conference on Computer Vision and Pattern Recognition (<b>CVPR</b>), New Orleans, Jun. 19–24, 2022.</p>
</li>
<li><p><b>Qi Sun</b>, Xinyun Zhang, Hao Geng, Yuxuan Zhao, Yang Bai, Haisheng Zheng, Bei Yu, "GTuner: Tuning DNN Computations on GPU via Graph Attention Network", ACM/IEEE Design Automation Conference (<b>DAC</b>), San Francisco, CA, Jul. 10–14, 2022.</p>
</li>
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