Update preprints and students

_bibliography/papers.bib

@@ -86,7 +86,8 @@ @inproceedings{zhou2024smolsearch
 	author = {Zhou, Gengmo and Wang, Zhen and Yu, Feng and Ke, Guolin and Wei*, Zhewei and Gao*, Zhifeng},
 	year = {2024},
 	abbr = {NeurIPS},
-	toappear = {true}
+	toappear = {true},
+	arxiv = {2409.07462}
 }
 
 
@@ -96,7 +97,8 @@ @inproceedings{ji2024srapagent
 	author = {Ji, Jiarui and Li, Yang and Liu, Hongtao and Du, Zhicheng and Wei, Zhewei and Qi, Qi and Shen, Weiran and Lin, Yankai},
 	year = {2024},
 	abbr = {EMNLP Findings},
-	toappear = {true}
+	toappear = {true},
+	arxiv = {2410.14152}
 }
 
 
@@ -230,7 +232,7 @@ @inproceedings{wang2024revisiting
 	field = {Graph Algorithms},
 	abstract = {We use simple techniques and analyses to give matching upper and lower bounds for estimating PageRank contributions and single-node PageRank. Our results for the upper bounds are derived by revisiting the known algorithms of ApproxContributions (a.k.a. Backward Push) and BiPPR.},
 	video = {https://www.youtube.com/watch?v=ipWgICjGfRU},
-	slides = {./STOC24.pptx}
+	slides = {STOC24.pptx}
 }
 
 
@@ -354,7 +356,9 @@ @inproceedings{Cui_2023
 	month = {aug},
 	collection = {KDD ’23},
 	html = {https://dl.acm.org/doi/10.1145/3580305.3599431},
-	abbr = {KDD}
+	abbr = {KDD},
+	code = {https://github.com/GuanyuCui/MGNN},
+	slides = {KDD23_MGNN.pdf}
 }
 
 
@@ -1436,39 +1440,55 @@ @phdthesis{wei2010hashing
 # Preprints
 
 
+@preprint{wen2024fast,
+  title = {Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition},
+  author = {Wen, Dongxie and Zhang, Xiao and Wei, Zhewei},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2410.11188}
+}
+
+
 @preprint{wen2024matrix,
-  title        = {Matrix Sketching in Bandits: Current Pitfalls and New Framework},
-  author       = {Wen, Dongxie and Yin, Hanyan and Zhang, Xiao and Wei, Zhewei},
-  eprinttype   = {arXiv},
-  year         = {2024},
-  html         = {https://arxiv.org/abs/2410.10258}
+  title = {Matrix Sketching in Bandits: Current Pitfalls and New Framework},
+  author = {Wen, Dongxie and Yin, Hanyan and Zhang, Xiao and Wei, Zhewei},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2410.10258}
 }
 
 
 @preprint{ji2024dynamic,
-  title        = {Dynamic and Textual Graph Generation via Large-Scale LLM-based Agent Simulation},
-  author       = {Ji, Jiarui and Lei, Runlin and Bi, Jialing and Wei, Zhewei and Lin, Yankai and Pan, Xuchen and Li, Yaliang and Ding, Bolin},
-  eprinttype   = {arXiv},
-  year         = {2024},
-  html         = {https://arxiv.org/abs/2410.09824}
+  title = {Dynamic and Textual Graph Generation Via Large-Scale LLM-based Agent Simulation},
+  author = {Ji, Jiarui and Lei, Runlin and Bi, Jialing and Wei, Zhewei and Lin, Yankai and Pan, Xuchen and Li, Yaliang and Ding, Bolin},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2410.09824}
 }
 
 
 @preprint{hu2024scalable,
-  title        = {Scalable and Accurate Graph Reasoning with LLM-Based Multi-Agents},
-  author       = {Hu, Yuwei and Lei, Runlin and Huang, Xinyi and Wei, Zhewei and Liu, Yongchao},
-  eprinttype   = {arXiv},
-  year         = {2024},
-  html         = {https://arxiv.org/abs/2410.05130}
+  title = {Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents},
+  author = {Hu, Yuwei and Lei, Runlin and Huang, Xinyi and Wei, Zhewei and Liu, Yongchao},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2410.05130}
 }
 
 
 @preprint{cui2024rethinking,
-  author       = {Guanyu Cui and
-                  Zhewei Wei and
-                  Hsin-Hao Su},
-  title        = {Rethinking the Expressiveness of GNNs: A Computational Model Perspective},
-  eprinttype   = {arXiv},
-  year         = {2024},
-  html         = {https://doi.org/10.48550/arXiv.2410.01308}
+  title = {Rethinking the Expressiveness of GNNs: A Computational Model Perspective},
+  author = {Cui, Guanyu and Wei, Zhewei and Su, Hsin-Hao},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2410.01308}
+}
+
+
+@preprint{yi2024scalable,
+  title = {Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier},
+  author = {Yi, Lu and Wei, Zhewei},
+  eprinttype = {arXiv},
+  year = {2024},
+  html = {https://arxiv.org/abs/2408.09212}
 }

_pages/profiles.md

@@ -166,7 +166,7 @@ students:
     image: yu_liu.jpg
     link: https://faculty.bjtu.edu.cn/9759/
     more_info: >
-      <li>Lecturer of Beijing Jiaotong University</li><li>Dissertation: <cite>Structural-Based Approximate Algorithms for Massive Graphs</cite> (基于网络结构的大图近似算法)</li><li>Former Peking University Boya Postdoc Fellowship (Outstanding Postdoc Researcher)</li>
+      <li>Lecturer of Beijing Jiaotong University</li><li>Dissertation: <cite>Structural-Based Approximate Algorithms for Massive Graphs</cite> (基于网络结构的大图近似算法)</li><li>Awards: Former Peking University Boya Postdoc Fellowship (Outstanding Postdoc Researcher), National Scholarship</li>
     category: Graduated PhD Students
     text_muted: 2014 - 2018 (co-supervised with <a href="https://www.cs.helsinki.fi/u/jilu/">Jiaheng Lu</a>)
   - name: Hanzhi Wang
@@ -231,15 +231,15 @@ students:
     image: weirui.jpg
     link: https://www.weiruikuang.com/
     more_info: >
-      <li>Alibaba DAMO Academy</li><li>Thesis: <cite>Meta-path based Contrastive Multi-View Representation Learning on Heterogeneous Graphs</cite> (基于元路径的异构网络多视角对比学习)</li>
+      <li>Alibaba Tongyi Lab</li><li>Thesis: <cite>Meta-path based Contrastive Multi-View Representation Learning on Heterogeneous Graphs</cite> (基于元路径的异构网络多视角对比学习)</li>
     category: Graduated Master Students
     text_muted: 2018 - 2021
   - name: Tianjing Zeng
     native_written_name: 曾恬静
     image: tianjing.jpg
     link: 
     more_info: >
-      <li>Alibaba DAMO Academy</li><li>Thesis: <cite>Persistent Summaries</cite> (持久化数据摘要)</li>
+      <li>Alibaba Tongyi Lab</li><li>Thesis: <cite>Persistent Summaries</cite> (持久化数据摘要)</li>
     category: Graduated Master Students
     text_muted: 2020 - 2023
   - name: Gengmo Zhou