Northeastern University（东北大学）

Global Optimization on Graph-Structured Data via Gaussian Processes with Spectral Representations

Shu Hong, Yongsheng Mei, Mahdi Imani, Tian Lan

机构 * George Washington University（乔治华盛顿大学） ； Amazon（亚马逊） ； Northeastern University（东北大学） 纠错

On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection

Brandon Dominique, Prudence Lam, Nicholas Kurtansky, Jochen Weber, Kivanc Kose, Veronica Rotemberg, Jennifer Dy

机构 * Northeastern University（东北大学） ； Memorial Sloan Kettering Cancer Center（纪念斯隆凯特琳癌症中心） 纠错

Comments 19 pages, 4 figures. Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:027

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

Residual Rotation Correction using Tactile Equivariance

Yizhe Zhu, Zhang Ye, Boce Hu, Haibo Zhao, Yu Qi, Dian Wang, Robert Platt

机构 * Northeastern University（东北大学） ； Stanford University（斯坦福大学） 纠错

Comments 8 pages

SugarTextNet: A Transformer-Based Framework for Detecting Sugar Dating-Related Content on Social Media with Context-Aware Focal Loss

Lionel Z. Wang, Shihan Ben, Yulu Huang, Simeng Qin

机构 * The Hong Kong Polytechnic University（香港理工大学） ； The University of Hong Kong（香港大学） ； Northeastern University（东北大学） 纠错

Comments This paper is accepted by HICSS 2026

CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors

Mingyuan Li, Tong Jia, Hao Wang, Bowen Ma, Hui Lu, Shiyi Guo, Da Cai, Dongyue Chen

机构 * College of Information Science and Engineering, Northeastern University（信息科学与工程学院，东北大学） ； State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University（过程工业综合自动化国家重点实验室，东北大学） 纠错

Comments 22 pages, 5 figures

MMCL: Correcting Content Query Distributions for Improved Anti-Overlapping X-Ray Object Detection

Mingyuan Li, Tong Jia, Hui Lu, Hao Wang, Bowen Ma, Shiyi Guo, Shuyang Lin, Dongyue Chen, Haoran Wang, Baosheng Yu

机构 * College of Information Science and Engineering, Northeastern University, Shenyang, 110819, China（信息科学与工程学院，东北大学，沈阳，110819，中国） ； State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, 110819, China（过程工业综合自动化国家重点实验室，东北大学，沈阳，110819，中国） ； Lee Kong Chian School of Medicine, Nanyang Technological University, 639798, Singapore（李光前医学院，南洋理工大学，639798，新加坡） 纠错

Comments 16 pages,8 figures

ZeroSim: Zero-Shot Analog Circuit Evaluation with Unified Transformer Embeddings

Xiaomeng Yang, Jian Gao, Yanzhi Wang, Xuan Zhang

机构 * Department of Electrical and Computer Engineering, Northeastern University（电子与计算机工程系，东北大学） 纠错

Comments Accepted by ICCAD 2025

SemanticForge: Repository-Level Code Generation through Semantic Knowledge Graphs and Constraint Satisfaction

Wuyang Zhang, Chenkai Zhang, Zhen Luo, Jianming Ma, Wangming Yuan, Chuqiao Gu, Chenwei Feng

机构 * Department of Elec.&Comp. Science, University of Massachusetts Amherst（马萨诸塞大学阿姆赫斯特分校电子与计算机科学系） ； Department of Computer Sys. Engineering, Northeastern University（东北大学计算机系统工程系） ； Department of Computer Science, George Mason University（乔治·梅森大学计算机科学系） ； Department of Info. Networking Institude, Carnegie Mellon University（卡内基梅隆大学信息网络研究所） ； Department of Computer & Mathematical Sciences, Auckland University of Technology（奥克兰理工大学计算机与数学科学系） 纠错

Journal ref INNO-PRESS: Journal of Emerging Applied AI, 2025

Self-Interpretability: LLMs Can Describe Complex Internal Processes that Drive Their Decisions

Dillon Plunkett, Adam Morris, Keerthi Reddy, Jorge Morales

机构 * Northeastern University（东北大学） ； Princeton University（普林斯顿大学） ； Independent Researcher（独立研究者） 纠错