Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Pan Li

Generic Neural Architecture Search via Regression


Aug 04, 2021
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen


  Access Paper or Ask Questions

On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs


Jul 03, 2021
Hejie Cui, Zijie Lu, Pan Li, Carl Yang

* This paper has been accepted to the Sixth International Workshop on Deep Learning on Graphs (DLG-KDD'21) (co-located with KDD'21) 

  Access Paper or Ask Questions

Adversarial Graph Augmentation to Improve Graph Contrastive Learning


Jun 25, 2021
Susheel Suresh, Pan Li, Cong Hao, Jennifer Neville

* link to code is added (https://github.com/susheels/adgcl

  Access Paper or Ask Questions

Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks


Jun 13, 2021
Changlin Wan, Muhan Zhang, Wei Hao, Sha Cao, Pan Li, Chi Zhang


  Access Paper or Ask Questions

Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns


Jun 11, 2021
Susheel Suresh, Vinith Budde, Jennifer Neville, Pan Li, Jianzhu Ma

* published in KDD 2021; 11 pages; 

  Access Paper or Ask Questions

Neural Higher-order Pattern (Motif) Prediction in Temporal Networks


Jun 10, 2021
Yunyu Liu, Jianzhu Ma, Pan Li


  Access Paper or Ask Questions

PURS: Personalized Unexpected Recommender System for Improving User Satisfaction


Jun 05, 2021
Pan Li, Maofei Que, Zhichao Jiang, Yao Hu, Alexander Tuzhilin

* Accepted to RecSys20 

  Access Paper or Ask Questions

Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction


Jun 05, 2021
Pan Li, Zhichao Jiang, Maofei Que, Yao Hu, Alexander Tuzhilin

* Accepted to KDD21 

  Access Paper or Ask Questions

Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations


Apr 20, 2021
Pan Li, Alexander Tuzhilin

* Accepted to IEEE TKDE. arXiv admin note: text overlap with arXiv:1910.05189 

  Access Paper or Ask Questions

HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks


Mar 25, 2021
Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Yue Zhao, Yingjiu Li


  Access Paper or Ask Questions

Local Hyper-flow Diffusion


Mar 08, 2021
Kimon Fountoulakis, Pan Li, Shenghao Yang

* 36 pages, 2 figures, 9 tables 

  Access Paper or Ask Questions

Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks


Jan 15, 2021
Yanbang Wang, Yen-Yu Chang, Yunyu Liu, Jure Leskovec, Pan Li

* Accepted to ICLR 2021 

  Access Paper or Ask Questions

Handling many conversions per click in modeling delayed feedback


Jan 06, 2021
Ashwinkumar Badanidiyuru, Andrew Evdokimov, Vinodh Krishnan, Pan Li, Wynn Vonnegut, Jayden Wang


  Access Paper or Ask Questions

Revisiting graph neural networks and distance encoding from a practical view


Nov 29, 2020
Haoteng Yin, Yanbang Wang, Pan Li


  Access Paper or Ask Questions

F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams


Nov 09, 2020
Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec

* WSDM 2021 

  Access Paper or Ask Questions

Revisiting Graph Neural Networks for Link Prediction


Oct 30, 2020
Muhan Zhang, Pan Li, Yinglong Xia, Kai Wang, Long Jin


  Access Paper or Ask Questions

Graph Information Bottleneck


Oct 24, 2020
Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec

* 20 pages, 3 figures, NeurIPS 2020 

  Access Paper or Ask Questions

MStream: Fast Streaming Multi-Aspect Group Anomaly Detection


Sep 17, 2020
Siddharth Bhatia, Arjit Jain, Pan Li, Ritesh Kumar, Bryan Hooi


  Access Paper or Ask Questions

Distance Encoding -- Design Provably More Powerful Graph Neural Networks for Structural Representation Learning


Sep 05, 2020
Pan Li, Yanbang Wang, Hongwei Wang, Jure Leskovec


  Access Paper or Ask Questions

Distance Encoding -- Design Provably More Powerful GNNs for Structural Representation Learning


Aug 31, 2020
Pan Li, Yanbang Wang, Hongwei Wang, Jure Leskovec


  Access Paper or Ask Questions

Latent Unexpected Recommendations


Jul 27, 2020
Pan Li, Alexander Tuzhilin

* Accepted at ACM TIST 

  Access Paper or Ask Questions

Joint Adaptive Feature Smoothing and Topology Extraction via Generalized PageRank GNNs


Jun 14, 2020
Eli Chien, Jianhao Peng, Pan Li, Olgica Milenkovic


  Access Paper or Ask Questions

Landing Probabilities of Random Walks for Seed-Set Expansion in Hypergraphs


Oct 20, 2019
Eli Chien, Pan Li, Olgica Milenkovic


  Access Paper or Ask Questions

DDTCDR: Deep Dual Transfer Cross Domain Recommendation


Oct 11, 2019
Pan Li, Alexander Tuzhilin

* Accepted to WSDM 2020 

  Access Paper or Ask Questions