Bingheng Li

41 papers A* 10B 1C 1Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation.
AAAI
Yu Song, Zhigang Hua, Yan Xie, Bingheng Li, Jingzhe Liu, Bo Long, Jiliang Tang, Hui Liu
2025 J jnl
Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Zhao Kang, Wenyu Chen
2025 J jnl
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Rui Hou, Wenyu Chen, Zhao Kang
2025 J jnl
CDC: A Simple Framework for Complex Data Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Zhao Kang, Xuanting Xie, Bingheng Li, Erlin Pan
2025 J jnl
Higher-order Structure Boosts Link Prediction on Temporal Graphs.
CoRR
Jingzhe Liu, Zhigang Hua, Yan Xie, Bingheng Li, Harry Shomer, Yu Song, Kaveh Hassani, Jiliang Tang
2025 A* conf
Homophily Enhanced Graph Domain Adaptation.
ICML
Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang
2025 J jnl
Homophily Enhanced Graph Domain Adaptation.
CoRR
Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang
2025 A* conf
On the Benefits of Attribute-Driven Graph Domain Adaptation.
ICLR
Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang
2025 J jnl
On the Benefits of Attribute-Driven Graph Domain Adaptation.
CoRR
Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Boyu Wang, Charles Ling
2025 A* conf
One Node One Model: Featuring the Missing-Half for Graph Clustering.
AAAI
Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen
2025 J jnl
Simplified PCNet with robustness.
Neural Networks
Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao Kang
2025 — conf
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective.
NAACL (Long Papers)
Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang
2025 — conf
Unveiling Mode Connectivity in Graph Neural Network.
KDD (2)
Bingheng Li, Zhikai Chen, Haoyu Han, Shenglai Zeng, Jingzhe Liu, Jiliang Tang
2025 J jnl
Unveiling Mode Connectivity in Graph Neural Networks.
CoRR
Bingheng Li, Zhikai Chen, Haoyu Han, Shenglai Zeng, Jingzhe Liu, Jiliang Tang
2024 A* conf
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark.
KDD
Xiaowei Qian, Zhimeng Guo, Jialiang Li, Haitao Mao, Bingheng Li, Suhang Wang, Yao Ma
2024 J jnl
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark.
CoRR
Xiaowei Qian, Zhimeng Guo, Jialiang Li, Haitao Mao, Bingheng Li, Suhang Wang, Yao Ma
2024 J jnl
An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling.
CoRR
Linxin Yang, Bingheng Li, Tian Ding, Jianghua Wu, Akang Wang, Yuyi Wang, Jiliang Tang, Ruoyu Sun, Xiaodong Luo
2024 J jnl
CDC: A Simple Framework for Complex Data Clustering.
CoRR
Zhao Kang, Xuanting Xie, Bingheng Li, Erlin Pan
2024 J jnl
One Node One Model: Featuring the Missing-Half for Graph Clustering.
CoRR
Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen
2024 A* conf
PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering.
AAAI
Bingheng Li, Erlin Pan, Zhao Kang
2024 A* conf
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming.
ICML
Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun
2024 J jnl
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming.
CoRR
Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Qian Chen, Haitao Mao, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun
2024 J jnl
Provable Filter for Real-world Graph Clustering.
CoRR
Xuanting Xie, Erlin Pan, Zhao Kang, Wenyu Chen, Bingheng Li
2024 J jnl
REQA: Coarse-to-fine assessment of image quality to alleviate the range effect.
J. Vis. Commun. Image Represent.
Bingheng Li, Fushuo Huo
2024 A* conf
Revisiting Link Prediction: a data perspective.
ICLR
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
2024 J jnl
Simplified PCNet with Robustness.
CoRR
Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao Kang
2024 A* conf
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights.
NeurIPS
Zhikai Chen, Haitao Mao, Jingzhe Liu, Yu Song, Bingheng Li, Wei Jin, Bahare Fatemi, Anton Tsitsulin, Bryan Perozzi, Hui Liu, Jiliang Tang
2024 J jnl
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights.
CoRR
Zhikai Chen, Haitao Mao, Jingzhe Liu, Yu Song, Bingheng Li, Wei Jin, Bahare Fatemi, Anton Tsitsulin, Bryan Perozzi, Hui Liu, Jiliang Tang
2024 J jnl
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective.
CoRR
Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang
2024 A* conf
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering.
AAAI
Xiaowei Qian, Bingheng Li, Zhao Kang
2023 J jnl
PC-Conv: Unifying Homophily and Heterophily with Two-fold Filtering.
CoRR
Bingheng Li, Erlin Pan, Zhao Kang
2023 J jnl
Revisiting Link Prediction: A Data Perspective.
CoRR
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
2023 J jnl
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering.
CoRR
Xiaowei Qian, Bingheng Li, Zhao Kang
2022 J jnl
Design and Analysis of a Novel Compact Metamaterial Absorber Based on Double-Layer ITO Resistive Film for Improving Signal Integrity.
IEEE Access
Xiaoyong Lei, Yan Li, Shuyun Huo, Zhe Sun, Heyuan Yu, Lidan Fang, Shaojie Xu, Bingheng Li, Mengjun Wang, Erping Li
2022 — conf
Fault Identification of Rolling Bearing Based on Improved EMD-Kurtosis Criterion and DBN.
AIAM
Junyang Weng, Haonan Sun, Bingheng Li
2022 J jnl
REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect.
CoRR
Bingheng Li, Fushuo Huo
2022 J jnl
Three-stream interaction decoder network for RGB-thermal salient object detection.
Knowl. Based Syst.
Fushuo Huo, Xuegui Zhu, Bingheng Li
2021 J jnl
A Novel Miniaturized Ultra-Wideband Frequency Selective Surface With Rapid Band Edge.
IEEE Access
Shaojie Xu, Yan Li, Manareldeen Ahmed, Lidan Fang, Ning Jin, Bingheng Li, Shuyun Huo, Xiaoyong Lei, Zhe Sun, Heyuan Yu, Erping Li
2021 — conf
Efficient Wavelet Boost Learning-Based Multi-stage Progressive Refinement Network for Underwater Image Enhancement.
ICCVW
Fushuo Huo, Bingheng Li, Xuegui Zhu
2019 C conf
Single Image Dehazing using Positive Correlation under Gradient Constraint.
ICCE
Yi Lai, Chaoyan Wu, Bingheng Li, Ying Liu
2018 B conf
Fast Single Image Dehazing via Positive Correlation.
ICPR
Bingheng Li, Yi Lai, Chaoyan Wu, Ying Liu