@@ -134,10 +134,37 @@
<TR>
<TD>
<H2 class="STYLE5">Publications</H2>
<H3>2024</H3>
<H3>2025</H3>
<UL style="LIST-STYLE-TYPE: none" class=pubs>
<LI>Tanghaoran Zhang, <strong>Yue Yu (corresponding author)</strong>, Xinjun Mao, Shangwen Wang, Kang Yang, Yao Lu, Zhang Zhang and Yuxin Zhao.
<strong>Instruct or Interact? Exploring and Eliciting LLMs’ Capability in Code Snippet Adaptation Through Prompt Engineering</strong>.
The 47th International Conference on Software Engineering (ICSE 2025), Ottawa, Ontario, Canada. (CCF-A)
[<A href="res/paper/CodeAdp_ICSE2025.pdf">pdf</A>]
<LI>Zhiyuan Fang, Yuegui Huang, Zicong Hong, Yufeng Lyu, Wuhui Chen, <strong>Yue Yu</strong>, Fan Yu, Zibin Zheng.
<strong>Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline</strong>.
The ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2025), Rotterdam, Netherlands. (CCF-A)
[<A href="">pdf</A>]
<LI>Han Zhang, Zhuo Zhang, Yi Zhang, Yuanzhao Zhai, Hanyang Peng, Yu Lei, <strong>Yue Yu</strong>, Hui Wang, Bin Liang, Lin Gui, Ruifeng Xu.
<strong>Correcting Large Language Model Behavior via Influence Function</strong>.
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), Pennsylvania, USA. (CCF-A)
[<A href="res/paper/CorrectingLLM_AAAI2025.pdf">pdf</A>]
<LI>Bin Liang, Shiwei Chen, Lin Gui, Hui Wang, <strong>Yue Yu</strong>, Ruifeng Xu, Kam-Fai Wong.
<strong>Centrality-guided Pre-training for Graph</strong>.
The 13th International Conference on Learning Representations (ICLR 2025), Singapore.
[<A href="">pdf</A>]
</UL>
<H3>2024</H3>
<UL style="LIST-STYLE-TYPE: none" class=pubs>
<LI><strong><em><u>ACM Gordon Bell Prize Finalist for Climate Modelling: </u></em></strong>
<strong>A Performance-Portable Kilometer-Scale Global Ocean Model on ORISE and New Sunway Heterogeneous Supercomputers</strong>.
International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2024), Atlanta, USA.
@@ -147,21 +174,21 @@
Lian Zhao, Pengfei Wang, Weipeng Zheng, Jingwei Xie, Yanzhi Zhou, Tao Zhang, Feng Zhang,
Yehong Zhang, <strong>Yue Yu</strong>, Yuzhu Wang, Yidi Bai, Chen Li, Zipeng Yu, Haoyu Deng, Yaxin Li, Xuebin Chi.-->
<LI>Tanghaoran Zhang, <strong>Yue Yu</strong>, Xinjun Mao, Shangwen Wang, Kang Yang, Yao Lu, Zhang Zhang and Yuxin Zhao.
<strong>Instruct or Interact? Exploring and Eliciting LLMs’ Capability in Code Snippet Adaptation Through Prompt Engineering</strong>.
The 47th International Conference on Software Engineering (ICSE 2025), Ottawa, Ontario, Canada. (CCF-A)
[<A href="res/paper/CodeAdp_ICSE2025.pdf">pdf</A>]
<LI>Yingwei Ma, Yue Liu, <strong>Yue Yu (corresponding author)</strong>, Yuanliang Zhang, Yu Jiang, Changjian Wang, Shanshan Li.
<strong>At Which Training Stage Does Code Data Help LLMs Reasoning?</strong>.
12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria.
The 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria.
[<A href="res/paper/CodeLLM-ICLR2024.pdf">pdf</A>]
<LI>Xin Mu, Yu Wang, Zhengan Huang, Junzuo Lai, Yehong Zhang, Hui Wang, <strong>Yue Yu (corresponding author)</strong>.
<strong>EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection</strong>.
The Thirty-Eigh th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada. (CCF-A)
The 38 th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada. (CCF-A)
[<A href="res/paper/EncryIP-AAAI2024.pdf">pdf</A>]
<LI>Guoxin Yu, Lemao Liu, Mo Yu, <strong>Yue Yu (corresponding author)</strong>, Xiang Ao.
<strong>Rethinking the Evaluation of In-Context Learning for LLMs</strong>.
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, USA. (CCF-A)
[<A href="res/paper/RethLLM_EMNLP2024.pdf">pdf</A>]
<LI>Zicong Hong, Jian Lin, Song Guo, Sifu Luo, Wuhui Chen, Roger Wattenhofer, <strong>Yue Yu</strong>.
<strong>Optimus: Warming Serverless ML Inference via Inter-Function Model Transformation</strong>.
19th European Conference on Computer Systems (EuroSys 2024), Athens, Greece. (CCF-A)
@@ -177,6 +204,11 @@
IEEE Transactions on Software Engineering (TSE), 2024. (SCI, CCF-A)
[<A href="">pdf</A>]
<LI>Huan Xie, Yan Lei, Meng Yan, Shanshan Li, Xiaoguang Mao, <strong>Yue Yu</strong>, David Lo.
<strong>Towards More Precise Coincidental Correctness Detection with Deep Semantic Learning</strong>.
IEEE Transactions on Software Engineering (TSE), 2024. (SCI, CCF-A)
[<A href="">pdf</A>]
<LI>Jiahang Zhou, Yanyu Chen, Zicong Hong, Wuhui Chen,<strong>Yue Yu</strong>, Tao Zhang, Hui Wang, Chuanfu Zhang, Zibin Zheng.
<strong>Training and Serving System of Foundation Models: A Comprehensive Survey</strong>.
IEEE Open Journal of the Computer Society, 2024. (SCI)
Fisher Yu