Yang, Menglin

12 publications

ICLR 2026 PCB-Bench: Benchmarking LLMs for Printed Circuit Board Placement and Routing Jindong Li, Lianrong Chen, Bin Yang, Jiadong Zhu, Ying Wang, Yuzhe Ma, Menglin Yang

ICLR 2026 PerFit: Exploring Personalization Shifts in Representation Space of LLMs Jiahong Liu, Wenhao Yu, Quanyu Dai, Zhongyang Li, Jieming Zhu, Menglin Yang, Tat-Seng Chua, Irwin King

NeurIPS 2025 Geometric Imbalance in Semi-Supervised Node Classification Liang Yan, Shengzhong Zhang, Bisheng Li, Menglin Yang, Chen Yang, Min Zhou, Weiyang Ding, Yutong Xie, Zengfeng Huang

NeurIPS 2025 HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy, Leandros Tassiulas, Menglin Yang, Rex Ying

NeurIPS 2025 Hyperbolic Fine-Tuning for Large Language Models Menglin Yang, B B Ram Samarth, Aosong Feng, Bo Xiong, Jiahong Liu, Irwin King, Rex Ying

ICML 2025 Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning Ngoc Bui, Menglin Yang, Runjin Chen, Leonardo Neves, Mingxuan Ju, Zhitao Ying, Neil Shah, Tong Zhao

CVPR 2025 Understanding Fine-Tuning CLIP for Open-Vocabulary Semantic Segmentation in Hyperbolic Space Zelin Peng, Zhengqin Xu, Zhilin Zeng, Changsong Wen, Yu Huang, Menglin Yang, Feilong Tang, Wei Shen

NeurIPS 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying

ICMLW 2024 Enhancing LLM Complex Reasoning Capability Through Hyperbolic Geometry Menglin Yang, Aosong Feng, Bo Xiong, Jiahong Liu, Irwin King, Rex Ying

ICMLW 2024 Lorentzian Residual Neural Networks Neil He, Menglin Yang, Rex Ying

ICMLW 2024 UHCone: Universal Hyperbolic Cone for Implicit Hierarchical Learning Menglin Yang, Jiahong Liu, Irwin King, Rex Ying

ICML 2023 Hyperbolic Representation Learning: Revisiting and Advancing Menglin Yang, Min Zhou, Rex Ying, Yankai Chen, Irwin King