Jundong Li

2026

doi dblp
MolEdit: Knowledge Editing for Multimodal Molecule Language Models.
Zhenyu Lei|Patrick Soga|Yaochen Zhu|Yinhan He|Yushun Dong|Jundong Li
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Explaining the 'Unexplainable' Large Language Models.
Zhen Tan|Song Wang|Tianlong Chen|Jing Ma|Jundong Li|Huan Liu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
GraphRCG: Self-Conditioned Graph Generation.
Song Wang|Zhen Tan|Xinyu Zhao|Tianlong Chen|Huan Liu|Jundong Li
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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MI4Rec: Pretrained Language Model based Cold-Start Recommendation with Meta-Item Embeddings.
Zaiyi Zheng|Diego Ceccarelli|Yaochen Zhu|Diego Ceccarelli|Yaochen Zhu|Salvatore Orlando|Haochen Liu|Raffaele Perego|Mingxuan Ju|Tong Zhao|Salvatore Trani|Neil Shah|Jundong Li
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Demystify Epidemic Containment in Directed Networks: Theory and Algorithms.
Yinhan He|Chen Chen|Song Wang|Guanghui Min|Jundong Li
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems.
Yaochen Zhu|Chao Wan|Harald Steck|Dawen Liang|Yesu Feng|Nathan Kallus|Jundong Li
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Collaborative Diffusion Model for Recommender System.
Gyuseok Lee|Yaochen Zhu|Hwanjo Yu|Yao Zhou|Jundong Li
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
Resource-Efficient Learning for the Web.
Chuxu Zhang|Kaize Ding|Jundong Li|Dongkuan Xu|Haoyu Wang|Derek Zhiyuan Cheng|Huan Liu
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web.
Chuxu Zhang|Kaize Ding|Jundong Li|Dongkuan Xu|Haoyu Wang|Derek Zhiyuan Cheng|Huan Liu
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Understanding and Modeling Job Marketplace with Pretrained Language Models.
Yaochen Zhu|Liang Wu|Binchi Zhang|Song Wang|Qi Guo|Liangjie Hong|Luke Simon|Jundong Li
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Collaborative Large Language Model for Recommender Systems.
Yaochen Zhu|Liang Wu|Qi Guo|Liangjie Hong|Jundong Li
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
PyGDebias: A Python Library for Debiasing in Graph Learning.
Yushun Dong|Zhenyu Lei|Zaiyi Zheng|Song Wang|Jing Ma|Alex Jing Huang|Chen Chen|Jundong Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction.
Yucheng Shi|Yushun Dong|Qiaoyu Tan|Jundong Li|Ninghao Liu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?
Yushun Dong|Jundong Li|Tobias Schnabel
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Few-shot Node Classification with Extremely Weak Supervision.
Song Wang|Yushun Dong|Kaize Ding|Chen Chen|Jundong Li
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion.
Zhaoxuan Tan|Zilong Chen|Shangbin Feng|Qingyue Zhang|Qinghua Zheng|Jundong Li|Minnan Luo
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Gray-Box Shilling Attack: An Adversarial Learning Approach.
Zongwei Wang|Min Gao|Jundong Li|Junwei Zhang|Jiang Zhong
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 5
doi dblp
Empowering Next POI Recommendation with Multi-Relational Modeling.
Zheng Huang|Jing Ma|Yushun Dong|Natasha Zhang Foutz|Jundong Li
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Graph Minimally-supervised Learning.
Kaize Ding|Jundong Li|Nitesh V. Chawla|Huan Liu
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Learning Fair Node Representations with Graph Counterfactual Fairness.
Jing Ma|Ruocheng Guo|Mengting Wan|Longqi Yang|Aidong Zhang|Jundong Li
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks.
Yushun Dong|Ninghao Liu|Brian Jalaian|Jundong Li
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Geometric Graph Representation Learning via Maximizing Rate Reduction.
Xiaotian Han|Zhimeng Jiang|Ninghao Liu|Qingquan Song|Jundong Li|Xia Hu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Assessing the Causal Impact of COVID-19 Related Policies on Outbreak Dynamics: A Case Study in the US.
Jing Ma|Yushun Dong|Zheng Huang|Daniel Mietchen|Jundong Li
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Unbiased Graph Embedding with Biased Graph Observations.
Nan Wang|Lu Lin|Jundong Li|Hongning Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter.
Yushun Dong|Kaize Ding|Brian Jalaian|Shuiwang Ji|Jundong Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
SATAR: A Self-supervised Approach to Twitter Account Representation Learning and its Application in Bot Detection.
Shangbin Feng|Herun Wan|Ningnan Wang|Jundong Li|Minnan Luo
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
TwiBot-20: A Comprehensive Twitter Bot Detection Benchmark.
Shangbin Feng|Herun Wan|Ningnan Wang|Jundong Li|Minnan Luo
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
REFORM: Error-Aware Few-Shot Knowledge Graph Completion.
Song Wang|Xiao Huang|Chen Chen|Liang Wu|Jundong Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Fairness-Aware Unsupervised Feature Selection.
Xiaoying Xing|Hongfu Liu|Chen Chen|Jundong Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation.
Junwei Zhang|Karin Verspoor|Min Gao|Karin Verspoor|Min Gao|Go Eun Heo|Junliang Yu|Keun Young Kang|Go Eun Heo|Lei Guo|Junliang Yu|Lei Guo|Keun Young Kang|Jundong Li|Hongzhi Yin
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Toward User Engagement Optimization in 2D Presentation.
Liang Wu|Mihajlo Grbovic|Jundong Li
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
Deconfounding with Networked Observational Data in a Dynamic Environment.
Jing Ma|Ruocheng Guo|Chen Chen|Aidong Zhang|Jundong Li
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation.
Junliang Yu|Hongzhi Yin|Jundong Li|Qinyong Wang|Nguyen Quoc Viet Hung|Xiangliang Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Graph Prototypical Networks for Few-shot Learning on Attributed Networks.
Kaize Ding|Jianling Wang|Jundong Li|Kai Shu|Chenghao Liu|Huan Liu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Graph Few-shot Learning with Attribute Matching.
Ning Wang|Minnan Luo|Kaize Ding|Lingling Zhang|Jundong Li|Qinghua Zheng
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Learning Individual Causal Effects from Networked Observational Data.
Ruocheng Guo|Jundong Li|Huan Liu
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

doi dblp
Towards privacy preserving social recommendation under personalized privacy settings.
Xuying Meng|Suhang Wang|Kai Shu|Jundong Li|Bo Chen|Huan Liu|Yujun Zhang
World Wide Web (WWW) 2019 Volume 22 Issue 6
doi dblp
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks.
Yuening Li|Xiao Huang|Jundong Li|Mengnan Du|Na Zou
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
XBully: Cyberbullying Detection within a Multi-Modal Context.
Lu Cheng|Jundong Li|Yasin N. Silva|Deborah L. Hall|Huan Liu
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi dblp
Interactive Anomaly Detection on Attributed Networks.
Kaize Ding|Jundong Li|Huan Liu
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

doi dblp
Exploiting Multilabel Information for Noise-Resilient Feature Selection.
Ling Jian|Jundong Li|Huan Liu
ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 5
doi dblp
Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation.
Junliang Yu|Min Gao|Jundong Li|Hongzhi Yin|Huan Liu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
Exploring Expert Cognition for Attributed Network Embedding.
Xiao Huang|Qingquan Song|Jundong Li|Xia Hu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
doi dblp
Streaming Link Prediction on Dynamic Attributed Networks.
Jundong Li|Kewei Cheng|Liang Wu|Huan Liu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
doi dblp
Understanding and Predicting Delay in Reciprocal Relations.
Jundong Li|Jiliang Tang|Yilin Wang|Yali Wan|Yi Chang|Huan Liu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Attributed Network Embedding for Learning in a Dynamic Environment.
Jundong Li|Harsh Dani|Xia Hu|Jiliang Tang|Yi Chang|Huan Liu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
Label Informed Attributed Network Embedding.
Xiao Huang|Jundong Li|Xia Hu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017
doi dblp
Understanding and Discovering Deliberate Self-harm Content in Social Media.
Yilin Wang|Jiliang Tang|Jundong Li|Baoxin Li|Yali Wan|Clayton Mellina|Neil O'Hare|Yi Chang
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

doi dblp
FeatureMiner: A Tool for Interactive Feature Selection.
Kewei Cheng|Jundong Li|Huan Liu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

doi dblp
Unsupervised Streaming Feature Selection in Social Media.
Jundong Li|Xia Hu|Jiliang Tang|Huan Liu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
doi dblp
Associative Classification with Statistically Significant Positive and Negative Rules.
Osmar R. Zaïane|Dan Roth|Jundong Li|Dan Roth|Osmar R. Zaïane
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015