CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation
Tao He, Yue Cao, Zhang Yi, Kaishen Wang, Tianqi Xu, Yashi Zhu, Quansong He
Affiliations not found
aaai
2026-03-17analyzed
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Tao He, Yue Cao, Zhang Yi, Kaishen Wang, Tianqi Xu, Yashi Zhu, Quansong He
Affiliations not found
Gokaramaiah Thota, Nagaraju K, Sathya Babu Korra
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Yizhe Zhang
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Lei Zhang, Yan Wang, Wei Huang, Zizhou Wang, Le Yi, Kefu Zhao
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Hongpeng Yang, Yingxin Chen, Shiqiang Ma, Fei Guo
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Xiaogang Xu, Qiang Wang, Jiafei Wu, Junjie Hu, Ying Song, Shengqian Zhu, Chengrong Yu, Guangjun Li, Zhang Yi
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Yuxi Liu, Guibo Luo, Yuesheng Zhu, Hanwen Zhang, Qiaojin Shen
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Fan Zhang, Hua Wang, Zhiwei Gu
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Jonas Geiping, Yanwu Yang, Guinan Su, Jiesi Hu, Francesco Sammarco, Thomas Wolfers
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Qiangguo Jin, Junlin Xu, Jincan Li, Feifei Cui, Zhuang Zhang, Jialiang Yang, Shuting Jin, Yajie Meng
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Zeyu Wang, Jiayu Wang, Haiyu Song
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Shuo Li, Wei Wang, Xingyu Qiu, Xiangyu Li, Fanding Li, Xianghe Su, Suyu Dong, Kuanquan Wang, Gongning Luo
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Yanwu Yang, Jiesi Hu, Yixuan Zhang, Jianfeng Cao, Chenfei Ye, Hanyang Peng, Ting Ma
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Xiaomeng Li, Lefei Zhang, Meng Lan
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Wei Zhong, Haoyu Jiang, Fanjie Zeng, Boan Qu, Xiaojie Lin, Junjie Zhu
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Guang Dai, Haishan Ye, Jing Xue, Luo Luo, Xiangyu Chang, Zhishen Sun
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Yuan Yao, Jian Jin, Jin Song
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Mubarak Shah, Joseph Fioresi, James Beetham, Adeel Yousaf, Amrit Singh Bedi
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Lu Zhang, Liang Zeng
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Jie Huang, Xuan Chen, Changhao Ding, Shuaishuai Zhang, Yizhun Zhang, Zeping Zhang
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Yu Li, Lei Li, Jiaan Wang, Juan Cao, Chenming Zhou, Sheng Tang
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Yuhong Yang, Zhongyuan Wang, Junqi Yang, Suting Wang, Weiping Tu, Xiaodong Zhu, Yangxu Liao, Yuanming Zheng
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Dana S. Nau, David H. Chan, Mark Roberts
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Jiayuan Li, Xuan Zhou, Fang Deng, Geng Han, Jingchen Jiang, Xiang Shi
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Hang Ma, Jingtao Tang
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Jörg Hoffmann, Holger Hermanns, Marcel Vinzent
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Ziwei Wang, Wei Jiang, Yong Li, Sheng Zhou, Dajun Chen, Leyang Yang, Xiaoxuan Tang
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Yong Li, Christoph Weinhuber, Giuseppe De Giacomo, Qiyi Tang, Sven Schewe
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Wei Bao, Ben Liang, Hequn Wang, Ruoyu Wu
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Evan Yifan Xu, Pan Xu
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Yanyong Zhang, Bing Yin, Lu Zhang, Fan Xu, Cheng Yan, Wuyang Zhang, Zhiyuan Ning, Ziyang Tao
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Chuchu Fan, Ruixiao Yang
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Yang You, Alex Schutz, Bruno Lacerda, Nick Hawes, Robert Skilton, Zhikun Li
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Rui Zhang, Jianwei Niu, Xuefeng Liu, Jing Yuan, Shaojie Tang
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Renjun Hu, Yue Bai, Hanhui Ye, Liao Xiang, Qiming Zhang, Wu Mianzhi, Yanbin Zhang
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Yifan Zhang, Achille Fokoue, Bhavna Agrawal, Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman
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Xiang Chen, Franck Dernoncourt, Nedim Lipka, Tong Yu, Sungchul Kim, Zichao Wang, Zhehao Zhang, Ruiyi Zhang, Jiuxiang Gu, Ryan A. Rossi
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Jingyang Zhao, Mingyu Xiao, Ken-Ichi Kawarabayashi
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Jingyang Zhao, Mingyu Xiao, Yonghang Su
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Chen Chen, Miaowei Wang, Fanqing Zhou, Haojian Huang, Longxiang Wang, Pukun Zhao
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Chang Liu, Zheyuan Zhang, Xiao Zhao, Zhe Ren, Chufan Guo, Kuifeng Su, Linna Song, Luo Qingliang, Mingxu Zhu, Ruiteng Ji, YuHang Gao, Zhaolong Du
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Shen Li, Xiaohang Xu, Hao Henry Wang, Hualei Zhu, Tingyu Jiang, Yuan Zhao
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Xiaoli Li, Haiyan Yin, Zhiguang Cao, Jianghan Zhu, Senthilnath Jayavelu, Yaoxin Wu, Zhengyuan Zhang, Zhuoyi Lin
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Christel Baier, Isa Vialard, Jakob Piribauer, Joël Ouaknine, Mihir Vahanwala, Rajab Aghamov
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Morteza Lahijanian, Peter Amorese
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Rishiraj Bhattacharyya, Sayantan Sen, Sourav Chakraborty, Uddalok Sarkar, Yash Pote
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Alexey Naumov, Sergey Samsonov, Artemy Rubtsov, Bogdan Butyrin, Vladimir V. Ulyanov
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Shunyu Yao, Bo Xue, Ji Cheng, Song Lai
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Hyeontae Jo, Hyung Ju Hwang, Hyunwoo Cho
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Johan de Aguas
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Bihan Wen, Felix Krahmer, Feng Ji, Lan Tian, Purui Zhang, Wee Peng Tay, Wenfei Liang, Xingchao Jian
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Bosun Kang, Chenglin Fan, Hyejun Park
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Jin Tian, Yuta Kawakami
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Kohsuke Kubota, Shonosuke Sugasawa
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Alexey Naumov, Sergey Samsonov, Ilya Levin
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Hui Li, Huafeng Liu, Liping Jing, Baoxin Zhang, Deqiang Ouyang, Jian Yu, Shuyang Lin, Yiran Fu
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Xueqi Ma, Xingjun Ma, James Bailey, Danilo Mandic, Sarah Monazam Erfani
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Teng Zhang, Yilong Yin, Haoliang Sun, Wenjia Meng
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Christoph Zimmer, Katharina Ensinger, Nicholas Tagliapietra, Osman Mian
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Jose M. Puerta, José A. Gámez, Juan A. Aledo, Pablo Torrijos
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Xi Lin, Zidong Wang, Chuchao He, Xiaoguang Gao
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Defu Lian, Tao Tan, Haoran Gu, Hong Xie, Yanying Huang
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Ruqi Zhang, Guang Lin, Haoyang Zheng, Hengrong Du
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Konstantin Yakovlev, Marat Agranovskiy
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Mahdi Jalili, Saman Ahmadi
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Baiyu Chen, Canhui Luo, Junwen Ding, Qingyun Zhang, Zhipeng Lü, Zhouxing Su
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Xin Chen, Chunfeng Cui, Deren Han, Liqun Qi
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Zhiyang Chen, Hailong Yao, Xia Yin
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Bo Xue, Ji Cheng, Qingfu Zhang
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Martin Balko, Martin Schmid, Tomáš Čížek
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Alexander Gasnikov, Maxim Divilkovskiy
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Benjamin Doerr, Martin S. Krejca, Milan Stanković
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Karolina Drabik, Tomáš Masařík
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Danil Sagunov, Fedor Fomin, Petr A. Golovach, Pål Grønås Drange
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Bojie Shen, Jinchun Du, Muhammad Aamir Cheema
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Yan Zheng, Boxuan Wang, Chongshuang Hu, Haiyue Yu, Jiang Jiang, Lixin Zhan, Xiaotong Xie, Yudong Du, Yukun Du
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Jiahai Wang, Zizhen Zhang, Debing Wang, Jinbiao Chen, Zhanhong Fang
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Vaneet Aggarwal, Fares Fourati, Mohamed-Slim Alouini
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Ehsan Futuhi, Nathan R. Sturtevant
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Jialin Zhang, Yiwei Gao, Zhijie Zhang
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Kevin Leyton-Brown, Devon R. Graham, Eros Rojas Velez
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Chao Chen, Chaoqi Jia, Longkun Guo, Zeyu Lin
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Shahaf S. Shperberg, Forest Agostinelli, Gal Hadar
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Hung Phan, Cong Dao Tran, Huynh Thi Thanh Binh, Tung Dao, Ha Minh Hieu, Tung Duy Doan
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Chao Chen, Kewen Liao, Chaoqi Jia, Longkun Guo, Jason Xue, Zhigang Lu
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Elad Sarafian, Sarit Kraus, Yedidya Kfir, Yoram Louzoun
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Cong Dao Tran, Huynh Thi Thanh Binh, Tung Dao, Nguyen Viet Tuan Kiet
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Kazuhiro Kurita, Yasuaki Kobayashi, Yutaro Yamaguchi
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Ke Li, Fan Li, Shengbo Wang
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Jintao Li, Ao-Jin Li, Shui Yu, Sicheng He, Zhenxin Chen
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Arthur Queffelec, Junkang Li, Swann Legras, Tristan Cazenave, Veronique Ventos
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Tao Li, Haoyue Ma, Xingchen Li, Zhi-Hui Zhan
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Yu Zhang, Wang Hu, Xinyue Li
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You Zhou, Xuan Wu, Wei Du, Di Wang, Peng Zhao, Yuanshu Li, Yubin Xiao
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Miqing Li, Zimin Liang
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Jie Lin, Lei Jiang, Liansheng Wang, Zongyi Chen
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Fei Liu, Qingfu Zhang, Mingxuan Yuan, Tong Xialiang, Yilu Liu
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Bo Sun, Hasti Nourmohammadi, Xiaoqi Tan, Ying Cao
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Arash Amini, Mahshad Moradi, Mohammad Mahdi Omati, Yasin Salajeghe
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Andre Opris
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| Paper | Venue and state | Actions |
|---|---|---|
CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation Tao He, Yue Cao, Zhang Yi, Kaishen Wang, Tianqi Xu, Yashi Zhu, Quansong He Affiliations not found | aaai 2026-03-17 |
LowRank-CAM: A Computationally Efficient and Interpretable Framework for Medical Image Analysis (Student Abstract) Gokaramaiah Thota, Nagaraju K, Sathya Babu Korra Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? Yizhe Zhang Affiliations not found | aaai 2026-03-17analyzed PDF stored |
DualFete: Revisiting Teacher-Student Interactions from a Feedback Perspective for Semi-supervised Medical Image Segmentation Lei Zhang, Yan Wang, Wei Huang, Zizhou Wang, Le Yi, Kefu Zhao Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation Hongpeng Yang, Yingxin Chen, Shiqiang Ma, Fei Guo Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation Xiaogang Xu, Qiang Wang, Jiafei Wu, Junjie Hu, Ying Song, Shengqian Zhu, Chengrong Yu, Guangjun Li, Zhang Yi Affiliations not found | aaai 2026-03-17analyzed PDF stored |
DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models Yuxi Liu, Guibo Luo, Yuesheng Zhu, Hanwen Zhang, Qiaojin Shen Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation Fan Zhang, Hua Wang, Zhiwei Gu Affiliations not found | aaai 2026-03-17analyzed PDF stored |
MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation Jonas Geiping, Yanwu Yang, Guinan Su, Jiesi Hu, Francesco Sammarco, Thomas Wolfers Affiliations not found | aaai 2026-03-17analyzed PDF stored |
EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation Qiangguo Jin, Junlin Xu, Jincan Li, Feifei Cui, Zhuang Zhang, Jialiang Yang, Shuting Jin, Yajie Meng Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective Zeyu Wang, Jiayu Wang, Haiyu Song Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation Shuo Li, Wei Wang, Xingyu Qiu, Xiangyu Li, Fanding Li, Xianghe Su, Suyu Dong, Kuanquan Wang, Gongning Luo Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement Yanwu Yang, Jiesi Hu, Yixuan Zhang, Jianfeng Cao, Chenfei Ye, Hanyang Peng, Ting Ma Affiliations not found | aaai 2026-03-17analyzed PDF stored |
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation Xiaomeng Li, Lefei Zhang, Meng Lan Affiliations not found | aaai 2026-03-17analyzed PDF stored |
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MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization Hui Li, Huafeng Liu, Liping Jing, Baoxin Zhang, Deqiang Ouyang, Jian Yu, Shuyang Lin, Yiran Fu Affiliations not found | aaai 2026-03-17analyzed PDF stored |
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Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis Christoph Zimmer, Katharina Ensinger, Nicholas Tagliapietra, Osman Mian Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Bayesian Network Structural Consensus via Greedy Min-Cut Analysis Jose M. Puerta, José A. Gámez, Juan A. Aledo, Pablo Torrijos Affiliations not found | aaai 2026-03-17analyzed PDF stored |
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A Fast Heuristic Search Approach for Energy-Optimal Profile Routing for Electric Vehicles Mahdi Jalili, Saman Ahmadi Affiliations not found | aaai 2026-03-17analyzed PDF stored |
An Adaptive Configuration-Aware Simulated Annealing for the Maximally Diverse Grouping Problem Baiyu Chen, Canhui Luo, Junwen Ding, Qingyun Zhang, Zhipeng Lü, Zhouxing Su Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Parallelizable Riemannian Alternating Direction Method of Multipliers for Non-convex Pose Graph Optimization Xin Chen, Chunfeng Cui, Deren Han, Liqun Qi Affiliations not found | aaai 2026-03-17analyzed PDF stored |
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UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization Jiahai Wang, Zizhen Zhang, Debing Wang, Jinbiao Chen, Zhanhong Fang Affiliations not found | aaai 2026-03-17analyzed PDF stored |
ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions Vaneet Aggarwal, Fares Fourati, Mohamed-Slim Alouini Affiliations not found | aaai 2026-03-17analyzed PDF stored |
A Parallel CPU-GPU Framework for Batching Heuristic Operations in Depth-First Heuristic Search Ehsan Futuhi, Nathan R. Sturtevant Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Improved Fully Dynamic Submodular Maximization Under Matroid Constraints Jialin Zhang, Yiwei Gao, Zhijie Zhang Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Practical, Utilitarian Algorithm Configuration Kevin Leyton-Brown, Devon R. Graham, Eros Rojas Velez Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Improved Streaming Algorithm for Fair k-Center Clustering Chao Chen, Chaoqi Jia, Longkun Guo, Zeyu Lin Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search Shahaf S. Shperberg, Forest Agostinelli, Gal Hadar Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization Hung Phan, Cong Dao Tran, Huynh Thi Thanh Binh, Tung Dao, Ha Minh Hieu, Tung Duy Doan Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach Chao Chen, Kewen Liao, Chaoqi Jia, Longkun Guo, Jason Xue, Zhigang Lu Affiliations not found | aaai 2026-03-17analyzed PDF stored |
EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization Elad Sarafian, Sarit Kraus, Yedidya Kfir, Yoram Louzoun Affiliations not found | aaai 2026-03-17analyzed PDF stored |
MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework Cong Dao Tran, Huynh Thi Thanh Binh, Tung Dao, Nguyen Viet Tuan Kiet Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Finding One Local Optimum Is Easy—but What About Two? Kazuhiro Kurita, Yasuaki Kobayashi, Yutaro Yamaguchi Affiliations not found | aaai 2026-03-17analyzed PDF stored |
LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data Ke Li, Fan Li, Shengbo Wang Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization Jintao Li, Ao-Jin Li, Shui Yu, Sicheng He, Zhenxin Chen Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Nested Depth Search Arthur Queffelec, Junkang Li, Swann Legras, Tristan Cazenave, Veronique Ventos Affiliations not found | aaai 2026-03-17analyzed PDF stored |
A Solution Space Transformation-Guided Co-Evolution for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling Tao Li, Haoyue Ma, Xingchen Li, Zhi-Hui Zhan Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Post-Hoc Refinement for Multitask Symbolic Regression via Consensus-Accelerated Shapley Analysis Yu Zhang, Wang Hu, Xinyue Li Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization You Zhou, Xuan Wu, Wei Du, Di Wang, Peng Zhao, Yuanshu Li, Yubin Xiao Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Random is Faster than Systematic in Multi-Objective Local Search Miqing Li, Zimin Liang Affiliations not found | aaai 2026-03-17analyzed PDF stored |
CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval Jie Lin, Lei Jiang, Liansheng Wang, Zongyi Chen Affiliations not found | aaai 2026-03-17analyzed PDF stored |
EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design Fei Liu, Qingfu Zhang, Mingxuan Yuan, Tong Xialiang, Yilu Liu Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Ordinal Secretaries with Advice Bo Sun, Hasti Nourmohammadi, Xiaoqi Tan, Ying Cao Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning Arash Amini, Mahshad Moradi, Mohammad Mahdi Omati, Yasin Salajeghe Affiliations not found | aaai 2026-03-17analyzed PDF stored |
Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds Andre Opris Affiliations not found | aaai 2026-03-17analyzed PDF stored |