Northeastern University（东北大学）

Guiding Energy-Efficient Locomotion through Impact Mitigation Rewards

Chenghao Wang, Arjun Viswanathan, Eric Sihite, Alireza Ramezani

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） ； Department of Aerospace Engineering, California Institute of Technology（航空航天工程系，加州理工学院） 纠错

Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection

Haichao Zhang, Can Qin, Yu Yin, Yun Fu

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） ； Department of Electrical Engineering and Computer Science, Case Western Reserve University（电气工程与计算机科学系，凯斯西储大学） 纠错

FedLoRA-Optimizer: Federated LoRA Fine-Tuning with Global and Local Optimization in Heterogeneous Data Scenarios

Jianzhe Zhao, Hailin Zhu, Yu Zhang, Ziqi Chen, Guibing Guo

机构 * Northeastern University（东北大学） 纠错

Who Speaks Matters: Analysing the Influence of the Speaker's Ethnicity on Hate Classification

Ananya Malik, Kartik Sharma, Shaily Bhatt, Lynnette Hui Xian Ng

机构 * Northeastern University（东北大学） ； Georgia Institute of Technology（佐治亚理工学院） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

Comments 9 pages, 3 figures, 3 tables. To appear in EMNLP 2025 findings

MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction

Jianjin Wang, Runsong Zhao, Xiaoqian Liu, Yuan Ge, Ziqiang Xu, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu

机构 * School of Computer Science and Engineering, Northeastern University, Shenyang, China（计算机科学与工程学院，东北大学，沈阳，中国） ； NiuTrans Research, Shenyang, China（NiuTrans研究院，沈阳，中国） ； Kunming University of Science and Technology, Kunming, China（昆明理工大学，昆明，中国） 纠错

Comments Copyright 2026 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Agentic Property-Based Testing: Finding Bugs Across the Python Ecosystem

Muhammad Maaz, Liam DeVoe, Zac Hatfield-Dodds, Nicholas Carlini

机构 * MATS, Anthropic（MATS，Anthropic） ； Northeastern University（东北大学） ； Anthropic 纠错

Comments 4 pages (main), NeurIPS 2025, The 4th Deep Learning for Code Workshop

Layout-Aware Parsing Meets Efficient LLMs: A Unified, Scalable Framework for Resume Information Extraction and Evaluation

Fanwei Zhu, Jinke Yu, Zulong Chen, Ying Zhou, Junhao Ji, Zhibo Yang, Yuxue Zhang, Haoyuan Hu, Zhenghao Liu

机构 * Hangzhou City University（杭州市大学） ； Alibaba Group（阿里巴巴集团） ； Zhejiang Lab（浙江实验室） ； Alibaba Cloud（阿里云） ； Northeastern University（东北大学） 纠错

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method

Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Xiao Tong, Jingbo Zhu

机构 * NLP Lab, School of Computer Science and Engineering, Northeastern University, Shenyang, China（东北大学计算机科学与工程学院自然语言处理实验室） ； Meituan Inc.（美团公司） ； Tsinghua University（清华大学） ； NiuTrans Research, Shenyang, China（牛译研所） 纠错

EEG-MedRAG: Enhancing EEG-based Clinical Decision-Making via Hierarchical Hypergraph Retrieval-Augmented Generation

Yi Wang, Haoran Luo, Lu Meng, Ziyu Jia, Xinliang Zhou, Qingsong Wen

机构 * College of Information Science and Engineering, Northeastern University（信息科学与工程学院，东北大学） ； Foshan Graduate School of Innovation, Northeastern University（创新佛山研究生院，东北大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； Institute of Automation, Chinese Academy of Sciences（自动化研究所，中国科学院） ； Squirrel Ai Learning 纠错

STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization

Haoyu Zhang, Wentao Zhang, Hao Miao, Xinke Jiang, Yuchen Fang, Yifan Zhang

机构 * City University of Hong Kong（香港城市大学） ； City University of Hong Kong (Dongguan)（香港城市大学（东莞）） ； Northeastern University（东北大学） ； The Hong Kong Polytechnic University（香港理工大学） ； University of Electronic Science and Technology of China（电子科技大学） ； SLAI 纠错

Comments This paper is accepted by NeurIPS 2025

Multimodal Alignment and Fusion: A Survey

Songtao Li, Hao Tang

机构 * Peking University（北京大学） ； Northeastern University（东北大学） ； Sydney Smart Technology College（悉尼智能技术学院） ； School of Computer Science, Peking University（北京大学计算机学院） ； The State Key Laboratory of Multimedia Information Processing（多媒体信息处理国家重点实验室） 纠错

Comments Accepted to IJCV 2025