Bingheng Li

According to our database, Bingheng Li authored at least 25 papers between 2018 and 2025.

Collaborative distances:

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

2025

CDC: A Simple Framework for Complex Data Clustering.

Zhao Kang, Xuanting Xie, Bingheng Li, Erlin Pan

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing.

Xuanting Xie, Bingheng Li, Erlin Pan, Zhao Kang, Wenyu Chen

CoRR, July, 2025

Homophily Enhanced Graph Domain Adaptation.

Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang

CoRR, May, 2025

Higher-order Structure Boosts Link Prediction on Temporal Graphs.

Jingzhe Liu, Zhigang Hua, Yan Xie, Bingheng Li, Harry Shomer, Yu Song, Kaveh Hassani, Jiliang Tang

CoRR, May, 2025

Unveiling Mode Connectivity in Graph Neural Networks.

Bingheng Li, Zhikai Chen, Haoyu Han, Shenglai Zeng, Jingzhe Liu, Jiliang Tang

CoRR, February, 2025

Simplified PCNet with robustness.

Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao Kang

Neural Networks, 2025

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective.

Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

On the Benefits of Attribute-Driven Graph Domain Adaptation.

Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

One Node One Model: Featuring the Missing-Half for Graph Clustering.

Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

REQA: Coarse-to-fine assessment of image quality to alleviate the range effect.

Bingheng Li, Fushuo Huo

J. Vis. Commun. Image Represent., 2024

An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling.

Linxin Yang, Bingheng Li, Tian Ding, Jianghua Wu, Akang Wang, Yuyi Wang, Jiliang Tang, Ruoyu Sun, Xiaodong Luo

CoRR, 2024

Provable Filter for Real-world Graph Clustering.

Xuanting Xie, Erlin Pan, Zhao Kang, Wenyu Chen, Bingheng Li

CoRR, 2024

Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights.

Zhikai Chen, Haitao Mao, Jingzhe Liu, Yu Song, Bingheng Li, Wei Jin, Bahare Fatemi, Anton Tsitsulin, Bryan Perozzi, Hui Liu, Jiliang Tang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark.

Xiaowei Qian, Zhimeng Guo, Jialiang Li, Haitao Mao, Bingheng Li, Suhang Wang, Yao Ma

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming.

Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Revisiting Link Prediction: a data perspective.

Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering.

Xiaowei Qian, Bingheng Li, Zhao Kang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering.

Bingheng Li, Erlin Pan, Zhao Kang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Three-stream interaction decoder network for RGB-thermal salient object detection.

Fushuo Huo, Xuegui Zhu, Bingheng Li

Knowl. Based Syst., 2022

Design and Analysis of a Novel Compact Metamaterial Absorber Based on Double-Layer ITO Resistive Film for Improving Signal Integrity.

Xiaoyong Lei, Yan Li, Shuyun Huo, Zhe Sun, Heyuan Yu, Lidan Fang, Shaojie Xu, Bingheng Li, Mengjun Wang, Erping Li

IEEE Access, 2022

Fault Identification of Rolling Bearing Based on Improved EMD-Kurtosis Criterion and DBN.

Junyang Weng, Haonan Sun, Bingheng Li

Proceedings of the 4th International Conference on Artificial Intelligence and Advanced Manufacturing, 2022

2021

A Novel Miniaturized Ultra-Wideband Frequency Selective Surface With Rapid Band Edge.

Shaojie Xu, Yan Li, Manareldeen Ahmed, Lidan Fang, Ning Jin, Bingheng Li, Shuyun Huo, Xiaoyong Lei, Zhe Sun, Heyuan Yu, Erping Li

IEEE Access, 2021

Efficient Wavelet Boost Learning-Based Multi-stage Progressive Refinement Network for Underwater Image Enhancement.

Fushuo Huo, Bingheng Li, Xuegui Zhu

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2019

Single Image Dehazing using Positive Correlation under Gradient Constraint.

Yi Lai, Chaoyan Wu, Bingheng Li, Ying Liu

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2018

Fast Single Image Dehazing via Positive Correlation.

Bingheng Li, Yi Lai, Chaoyan Wu, Ying Liu

Proceedings of the 24th International Conference on Pattern Recognition, 2018