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ORCIDMenglin Yang 0001
Person information
- affiliation: Hong Kong University of Science and Technology (Guangzhou), China
- affiliation (former): Yale University, New Heaven, CT, USA
- affiliation (former): Chinese University of Hong Kong, Hong Kong
- affiliation (former): Institute of Automation, Chinese Academy of Science, Beijing, China
Other persons with the same name
- Menglin Yang — disambiguation page
- Menglin Yang 0002
![[0000-0001-6803-5662]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-6803-5662")
— ChangSha Commerce and Tourism College, ChangSha, Hunan, China - Menglin Yang 0006 — Anhui Normal University, School of Computer and Information, Wuhu, China
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2020 – today
- 2026
[j4]Jindong Li, Yongguang Li, Yali Fu, Jiahong Liu, Yixin Liu, Menglin Yang, Irwin King:
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey. IEEE Trans. Pattern Anal. Mach. Intell. 48(5): 5405-5424 (2026)- [c23]Yongguang Li, Jindong Li, Qi Wang, Qianli Xing, Runliang Niu, Shengsheng Wang, Menglin Yang:
Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision-Language Models. AAAI 2026: 23265-23273 - [i43]Hiren Madhu, Ngoc Bui, Ali Maatouk, Leandros Tassiulas, Smita Krishnaswamy, Menglin Yang, Sukanta Ganguly, Kiran Srinivasan, Rex Ying:
HypRAG: Hyperbolic Dense Retrieval for Retrieval Augmented Generation. CoRR abs/2602.07739 (2026) - [i42]Buze Zhang, Jinkai Tao, Zilang Zeng, Neil He, Ali Maatouk, Menglin Yang, Rex Ying:
Parameter-Efficient Fine-Tuning of LLMs with Mixture of Space Experts. CoRR abs/2602.14490 (2026) - [i41]Jinchang Zhu, Jindong Li, Cheng Zhang, Jiahong Liu, Menglin Yang:
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents. CoRR abs/2604.16839 (2026) - [i40]Jindong Li, Ying Liu, Yali Fu, Jinjing Zhu, Leyao Wang, Menglin Yang, Rex Ying:
SRTJ: Self-Evolving Rule-Driven Training-Free LLM Jailbreaking. CoRR abs/2605.00974 (2026) - 2025
- [j3]Jun Wen, Yufeng Chen, Ruiqi Shi, Wei Ji, Menglin Yang, Difei Gao, Junsong Yuan, Roger Zimmermann:
HOVER: Hyperbolic Video-Text Retrieval. IEEE Trans. Image Process. 34: 6192-6203 (2025) - [c22]Zelin Peng, Zhengqin Xu, Zhilin Zeng, Changsong Wen, Yu Huang, Menglin Yang, Feilong Tang, Wei Shen:
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space. CVPR 2025: 4562-4572 - [c21]Ngoc Bui, Menglin Yang, Runjin Chen, Leonardo Neves, Mingxuan Ju, Rex Ying, Neil Shah, Tong Zhao:
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning. ICML 2025 - [c20]Neil He, Menglin Yang, Rex Ying:
Lorentzian Residual Neural Networks. KDD (1) 2025: 436-447 - [c19]Yifei Zhang, Hao Zhu, Menglin Yang, Jiahong Liu, Rex Ying, Irwin King, Piotr Koniusz:
Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning. KDD (1) 2025: 1984-1995 - [c18]Neil He, Hiren Madhu, Ngoc Bui, Menglin Yang, Rex Ying:
Hyperbolic Deep Learning for Foundation Models: A Survey. KDD (2) 2025: 6021-6031 - [c17]Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy, Leandros Tassiulas, Menglin Yang, Rex Ying:
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts. NeurIPS 2025 - [c16]Liang Yan, Shengzhong Zhang, Bisheng Li, Menglin Yang, Chen Yang, Min Zhou, Weiyang Ding, Yutong Xie, Zengfeng Huang:
Geometric Imbalance in Semi-Supervised Node Classification. NeurIPS 2025 - [c15]Menglin Yang, Yifei Zhang, Jialin Chen, Melanie Weber, Rex Ying:
Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks. WWW (Companion Volume) 2025: 1811-1814 - [i39]Menglin Yang, Jialin Chen, Yifei Zhang, Jiahong Liu, Jiasheng Zhang, Qiyao Ma, Harshit Verma, Qianru Zhang, Min Zhou, Irwin King, Rex Ying:
Low-Rank Adaptation for Foundation Models: A Comprehensive Review. CoRR abs/2501.00365 (2025) - [i38]Yanlong Li, Jindong Li, Qi Wang, Menglin Yang, He Kong, Shengsheng Wang:
Cogito, ergo sum: A Neurobiologically-Inspired Cognition-Memory-Growth System for Code Generation. CoRR abs/2501.18653 (2025) - [i37]Delvin Ce Zhang, Menglin Yang, Xiaobao Wu, Jiasheng Zhang, Hady W. Lauw:
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer. CoRR abs/2502.11345 (2025) - [i36]Jiahong Liu, Zexuan Qiu, Zhongyang Li, Quanyu Dai, Jieming Zhu, Minda Hu, Menglin Yang, Irwin King:
A Survey of Personalized Large Language Models: Progress and Future Directions. CoRR abs/2502.11528 (2025) - [i35]Neil He, Jiahong Liu, Buze Zhang, Ngoc Bui, Ali Maatouk, Menglin Yang, Irwin King, Melanie Weber, Rex Ying:
Position: Beyond Euclidean - Foundation Models Should Embrace Non-Euclidean Geometries. CoRR abs/2504.08896 (2025) - [i34]Neil He, Menglin Yang, Rex Ying:
HyperCore: The Core Framework for Building Hyperbolic Foundation Models with Comprehensive Modules. CoRR abs/2504.08912 (2025) - [i33]Yongguang Li, Jindong Li, Qi Wang, Qianli Xing, Runliang Niu, Shengsheng Wang, Menglin Yang:
Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering. CoRR abs/2504.14224 (2025) - [i32]Jindong Li, Yongguang Li, Yali Fu, Jiahong Liu, Yixin Liu, Menglin Yang, Irwin King:
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey. CoRR abs/2504.14280 (2025) - [i31]Qianru Zhang, Honggang Wen, Wei Yuan, Crystal Chen, Menglin Yang, Siu-Ming Yiu, Hongzhi Yin:
HMamba: Hyperbolic Mamba for Sequential Recommendation. CoRR abs/2505.09205 (2025) - [i30]Menglin Yang, Yifei Zhang, Jialin Chen, Melanie Weber, Rex Ying:
Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks. CoRR abs/2505.14417 (2025) - [i29]Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy, Leandros Tassiulas, Menglin Yang, Rex Ying:
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts. CoRR abs/2505.24722 (2025) - [i28]Ngoc Bui, Menglin Yang, Runjin Chen, Leonardo Neves, Mingxuan Ju, Rex Ying, Neil Shah, Tong Zhao:
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning. CoRR abs/2506.05826 (2025) - [i27]Neil He, Hiren Madhu, Ngoc Bui, Menglin Yang, Rex Ying:
Hyperbolic Deep Learning for Foundation Models: A Survey. CoRR abs/2507.17787 (2025) - [i26]Jindong Li, Yali Fu, Jiahong Liu, Linxiao Cao, Wei Ji, Menglin Yang, Irwin King, Ming-Hsuan Yang:
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey. CoRR abs/2507.22920 (2025) - [i25]Haotian Wu, Bo Xu, Yao Shu, Menglin Yang, Chengwei Qin:
Thinking with Nothinking Calibration: A New In-Context Learning Paradigm in Reasoning Large Language Models. CoRR abs/2508.03363 (2025) - [i24]Jindong Li, Yali Fu, Li Fan, Jiahong Liu, Yao Shu, Chengwei Qin, Menglin Yang, Irwin King, Rex Ying:
Implicit Reasoning in Large Language Models: A Comprehensive Survey. CoRR abs/2509.02350 (2025) - [i23]Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu:
Self-Reflective Generation at Test Time. CoRR abs/2510.02919 (2025) - [i22]Linxiao Cao, Ruitao Wang, Jindong Li, Zhipeng Zhou, Menglin Yang:
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations. CoRR abs/2511.18808 (2025) - [i21]Xuling Zhang, Jindong Li, Yifei Zhang, Menglin Yang:
AL-GNN: Privacy-Preserving and Replay-Free Continual Graph Learning via Analytic Learning. CoRR abs/2512.18295 (2025) - 2024
- [c14]Menglin Yang, Harshit Verma, Delvin Ce Zhang, Jiahong Liu, Irwin King, Rex Ying:
Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space. KDD 2024: 3770-3781 - [c13]Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying:
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs. NeurIPS 2024 - [c12]Delvin Ce Zhang, Menglin Yang, Rex Ying, Hady W. Lauw:
Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges. WWW (Companion Volume) 2024: 1298-1301 - [i20]Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying:
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs. CoRR abs/2406.12072 (2024) - [i19]Menglin Yang, Harshit Verma, Delvin Ce Zhang, Jiahong Liu, Irwin King, Rex Ying:
Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic Space. CoRR abs/2407.01290 (2024) - [i18]Yu Huang, Min Zhou, Menglin Yang, Zhen Wang, Muhan Zhang, Jie Wang, Hong Xie, Hao Wang, Defu Lian, Enhong Chen:
Foundations and Frontiers of Graph Learning Theory. CoRR abs/2407.03125 (2024) - [i17]Menglin Yang, Aosong Feng, Bo Xiong, Jihong Liu, Irwin King, Rex Ying:
Hyperbolic Fine-tuning for Large Language Models. CoRR abs/2410.04010 (2024) - [i16]Qiyao Ma, Menglin Yang, Mingxuan Ju, Tong Zhao, Neil Shah, Rex Ying:
HARec: Hyperbolic Graph-LLM Alignment for Exploration and Exploitation in Recommender Systems. CoRR abs/2411.13865 (2024) - [i15]Neil He, Menglin Yang, Rex Ying:
Lorentzian Residual Neural Networks. CoRR abs/2412.14695 (2024) - 2023
- [j2]Menglin Yang, Min Zhou, Hui Xiong, Irwin King:
Hyperbolic Temporal Network Embedding. IEEE Trans. Knowl. Data Eng. 35(11): 11489-11502 (2023) - [c11]Menglin Yang, Min Zhou, Rex Ying, Yankai Chen, Irwin King:
Hyperbolic Representation Learning: Revisiting and Advancing. ICML 2023: 39639-39659 - [c10]Menglin Yang, Min Zhou, Lujia Pan, Irwin King:
κHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning. KDD 2023: 2965-2977 - [c9]Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King:
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications. KDD 2023: 5843-5844 - [c8]Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King:
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. SIGIR 2023: 2521-2525 - [i14]Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King:
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. CoRR abs/2305.04410 (2023) - [i13]Menglin Yang, Min Zhou, Rex Ying, Yankai Chen, Irwin King:
Hyperbolic Representation Learning: Revisiting and Advancing. CoRR abs/2306.09118 (2023) - 2022
- [c7]Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua:
Discovering Representative Attribute-stars via Minimum Description Length. ICDE 2022: 68-80 - [c6]Menglin Yang, Zhihao Li, Min Zhou, Jiahong Liu, Irwin King:
HICF: Hyperbolic Informative Collaborative Filtering. KDD 2022: 2212-2221 - [c5]Bisheng Li, Min Zhou, Shengzhong Zhang, Menglin Yang, Defu Lian, Zengfeng Huang:
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction. SIGIR 2022: 2053-2058 - [c4]Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King:
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation. WSDM 2022: 94-102 - [c3]Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King:
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization. WWW 2022: 2462-2471 - [i12]Jiahong Liu, Menglin Yang, Min Zhou, Shanshan Feng, Philippe Fournier-Viger:
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning. CoRR abs/2201.08554 (2022) - [i11]Menglin Yang, Min Zhou, Zhihao Li, Jiahong Liu, Lujia Pan, Hui Xiong, Irwin King:
Hyperbolic Graph Neural Networks: A Review of Methods and Applications. CoRR abs/2202.13852 (2022) - [i10]Min Zhou, Bisheng Li, Menglin Yang, Lujia Pan:
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction. CoRR abs/2204.07703 (2022) - [i9]Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King:
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization. CoRR abs/2204.08176 (2022) - [i8]Bisheng Li, Min Zhou, Shengzhong Zhang, Menglin Yang, Defu Lian, Zengfeng Huang:
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction. CoRR abs/2204.09508 (2022) - [i7]Jiahong Liu, Min Zhou, Philippe Fournier-Viger, Menglin Yang, Lujia Pan, Mourad Nouioua:
Discovering Representative Attribute-stars via Minimum Description Length. CoRR abs/2204.12704 (2022) - [i6]Menglin Yang, Zhihao Li, Min Zhou, Jiahong Liu, Irwin King:
HICF: Hyperbolic Informative Collaborative Filtering. CoRR abs/2207.09051 (2022) - [i5]Min Zhou, Menglin Yang, Lujia Pan, Irwin King:
Hyperbolic Graph Representation Learning: A Tutorial. CoRR abs/2211.04050 (2022) - [i4]Menglin Yang, Min Zhou, Lujia Pan, Irwin King:
Hyperbolic Curvature Graph Neural Network. CoRR abs/2212.01793 (2022) - 2021
- [c2]Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King:
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space. KDD 2021: 1975-1985 - [i3]Menglin Yang, Ziqiao Meng, Irwin King:
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding. CoRR abs/2103.00164 (2021) - [i2]Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King:
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space. CoRR abs/2107.03767 (2021) - [i1]Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jian Hao, Irwin King:
Modeling Scale-free Graphs for Knowledge-aware Recommendation. CoRR abs/2108.06468 (2021) - 2020
- [c1]Menglin Yang, Ziqiao Meng, Irwin King:
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding. ICDM 2020: 731-740
2010 – 2019
- 2019
- [j1]Menglin Yang, Ding Li, Wensheng Zhang:
Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning. IET Image Process. 13(11): 1922-1930 (2019)
Coauthor Index
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