Langzhang Liang

11 papers A* 4Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding.
CoRR
Mingxi Zou, Jiaxiang Chen, Junfan Li, Langzhang Liang, Qifan Wang, Yinghui Xu, Zenglin Xu
2026 A* conf
GRAND: A Robust Diffusion Framework for Multi-Granularity Graph Anomaly Detection in Web Platforms.
WWW
Maolin Wang, Beining Bao, Hongyu Chen, Zichun Liu, Lang Fu, Jun Chu, Langzhang Liang, Zenglin Xu
2025 A* conf
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification.
ICML
Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025 J jnl
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification.
CoRR
Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2024 A* conf
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
ICML
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 J jnl
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
CoRR
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 J jnl
Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization.
IEEE Trans. Knowl. Data Eng.
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Yuan Qi, Jieping Ye
2023 A* conf
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily.
NeurIPS
Langzhang Liang, Xiangjing Hu, Zenglin Xu, Zixing Song, Irwin King
2022 J jnl
ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization.
CoRR
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Jieping Ye
2022 — conf
Style Change Detection Based On Bert And Conv1d.
CLEF (Working Notes)
Qidi Lao, Li Ma, Wenyin Yang, Zexian Yang, Dong Yuan, Zhenlin Tan, Langzhang Liang
2021 J jnl
Graph Partner Neural Networks for Semi-Supervised Learning on Graphs.
CoRR
Langzhang Liang, Cuiyun Gao, Shiyi Chen, Shishi Duan, Yu Pan, Junjin Zheng, Lei Wang, Zenglin Xu