Dachun Sun

According to our database, Dachun Sun authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The Paradox of Information Access: On Modeling Polarization in the Age of Information.

Chao Xu, Jinyang Li, Dachun Sun, Jinning Li, Tarek F. Abdelzaher, Jesse Graham, Michael Macy, Christian Lebiere, Boleslaw K. Szymanski

IEEE Trans. Control. Netw. Syst., June, 2024

Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning.

Dachun Sun, Ruijie Wang, Jinning Li, Ruipeng Han, Xinyi Liu, You Lyu, Tarek F. Abdelzaher

CoRR, 2024

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning.

Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative Model.

Tianshi Wang, Yizhuo Chen, Qikai Yang, Dachun Sun, Ruijie Wang, Jinyang Li, Tomoyoshi Kimura, Tarek F. Abdelzaher

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social Graphs.

Jinning Li, Ruipeng Han, Chenkai Sun, Dachun Sun, Ruijie Wang, Jingying Zeng, Yuchen Yan, Hanghang Tong, Tarek F. Abdelzaher

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Towards Efficient Temporal Graph Learning: Algorithms, Frameworks, and Tools.

Ruijie Wang, Wanyu Zhao, Dachun Sun, Charith Mendis, Tarek F. Abdelzaher

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Unsupervised Image Classification by Ideological Affiliation from User-Content Interaction Patterns.

Xinyi Liu, Jinning Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Matt Brown, Anthony Barricelli, Matthias Kirchner, Arslan Basharat

CoRR, 2023

Influence Pathway Discovery on Social Media.

Xinyi Liu, Ruijie Wang, Dachun Sun, Jinning Li, Christina Youn, You Lyu, Jianyuan Zhan, Dayou Wu, Xinhe Xu, Mingjun Liu, Xinshuo Lei, Zhihao Xu, Yutong Zhang, Zehao Li, Qikai Yang, Tarek F. Abdelzaher

Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning.

Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

ControlVAE: Tuning, Analytical Properties, and Performance Analysis.

Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders.

Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs.

Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading.

Shengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Truth Discovery With Multi-Modal Data in Social Sensing.

Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher

IEEE Trans. Computers, 2021

Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization.

Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher

Frontiers Big Data, 2021

Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders.

Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

CoRR, 2021

Simulating Online Social Response: A Stimulus/Response Perspective.

Huajie Shao, Tarek F. Abdelzaher, Jiawei Han, Minhao Jiang, Yuning Mao, Yu Meng, Wenda Qiu, Dachun Sun, Ruijie Wang, Chaoqi Yang, Zhenzhou Yang, Xinyang Zhang, Yu Zhang, Sam Cohen, James Flamino, György Korniss, Omar Malik, Aamir Mandviwalla, Boleslaw K. Szymanski, Lake Yin

Proceedings of the Winter Simulation Conference, 2021

DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction.

Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

On Polarization Dynamics in the Age of Information Overload.

Chao Xu, Jinyang Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Jesse Graham, Boleslaw K. Szymanski

Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

2020

Quantifying Projected Impact of Social Distancing Policies on COVID-19 Outcomes in the US.

Chaoqi Yang, Ruijie Wang, Fangwei Gao, Dachun Sun, Jiawei Tang, Tarek F. Abdelzaher

CoRR, 2020

Controllable Variational Autoencoder.

Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher

CoRR, 2020

paper2repo: GitHub Repository Recommendation for Academic Papers.

Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

ControlVAE: Controllable Variational Autoencoder.

Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher

Proceedings of the 37th International Conference on Machine Learning, 2020