Northeastern University（东北大学）

Internal states before wait modulate reasoning patterns

Dmitrii Troitskii, Koyena Pal, Chris Wendler, Callum Stuart McDougall, Neel Nanda

机构 * Independent（独立研究者） ； Northeastern University（东北大学） 纠错

Comments Accepted to EMNLP Findings 2025

Operationalizing Data Minimization for Privacy-Preserving LLM Prompting

Jijie Zhou, Niloofar Mireshghallah, Tianshi Li

机构 * Northeastern University（东北大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

Quant Fever, Reasoning Blackholes, Schrodinger's Compliance, and More: Probing GPT-OSS-20B

Shuyi Lin, Tian Lu, Zikai Wang, Bo Wen, Yibo Zhao, Cheng Tan

机构 * Northeastern University（东北大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform

Jun Liu, Zhenglun Kong, Pu Zhao, Weihao Zeng, Hao Tang, Xuan Shen, Changdi Yang, Wenbin Zhang, Geng Yuan, Wei Niu, Xue Lin, Yanzhi Wang

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） ； Robotics Institute, Carnegie Mellon University（机器人研究所，卡内基梅隆大学） ； School of Computing at the University of Georgia（佐治亚大学计算机学院） ； Knight Foundation School of Computing & Information Sciences at Florida International University（佛罗里达国际大学Knight基金会计算机与信息科学学院） 纠错

Journal ref IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 4, pp. 1406-1419, April 2025

Local Stability and Region of Attraction Analysis for Neural Network Feedback Systems under Positivity Constraints

Hamidreza Montazeri Hedesh, Moh Kamalul Wafi, Milad Siami

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

Comments Accepted at 64th IEEE Conference on Decision and Control (CDC) 2025 - Rio de Janeiro, Brazil

Privacy Leakage Overshadowed by Views of AI: A Study on Human Oversight of Privacy in Language Model Agent

Zhiping Zhang, Bingcan Guo, Tianshi Li

机构 * Northeastern University（东北大学） ； University of Washington（华盛顿大学） 纠错

Conformal Fields from Neural Networks

James Halverson, Joydeep Naskar, Jiahua Tian

机构 * School of Physics and Electronic Science, East China Normal University（物理与电子科学学院，东华大学） ； Department of Physics, Northeastern University（物理系，东北大学） ； The NSF AI Institute for Artificial Intelligence and Fundamental Interactions（国家科学基金会人工智能与基本相互作用研究所） 纠错

Comments v1: 48 pages; v2 60 pages (journal version)

Journal ref J. High Energ. Phys. 10(2025), 39

Estimating link level traffic emissions: enhancing MOVES with open-source data

Lijiao Wang, Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He

机构 * Department of Civil and Environmental Engineering（土木与环境工程系） ； Northeastern University（东北大学） ； Massachusetts Institute of Technology（麻省理工学院） ； Laboratory for Information & Decision Systems（信息与决策系统实验室） 纠错

Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling

Xiaoyu Liu, Di Liang, Chang Dai, Hongyu Shan, Peiyang Liu, Yonghao Liu, Muling Wu, Yuntao Li, Xianjie Wu, LI Miao, Jiangrong Shen, Minlong Peng

机构 * Northeastern University, Boston（东北大学，波士顿） ； Independent Developer（独立开发者） ； Peiking University（北京大学） ； Jilin University（吉林大学） ； Beihang University（北航） ； Xi’an Jiaotong University（西安交通大学） ； Baidu Inc（百度公司） 纠错

Robust Stability Analysis of Positive Lure System with Neural Network Feedback

Hamidreza Montazeri Hedesh, Moh. Kamalul Wafi, Bahram Shafai, Milad Siami

机构 * Department of Electrical & Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） 纠错

Comments Accepted at the 9th IEEE Conference on Control Technology and Applications (CCTA) 2025, San Diego, California

Journal ref Proc. 2025 IEEE Conference on Control Technology and Applications (CCTA), San Diego, CA, USA, 2025, pp. 976-981

Dependency-aware Maximum Likelihood Estimation for Active Learning

Beyza Kalkanli, Tales Imbiriba, Stratis Ioannidis, Deniz Erdogmus, Jennifer Dy

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； Northeastern University（东北大学） ； Department of Computer Science（计算机科学系） ； University of Massachusetts Boston（马萨诸塞大学波士顿分校） 纠错

Comments 29 pages, 10 figures