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• What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning

  Yujin Zhou, Pengcheng Wen, Jiale Chen, Boqin Yin, Han Zhu, Jiaming Ji, Juntao Dai, Chi-Min Chan, Sirui Han

  29071-29079

  2026-03-14

• SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models

  Shuaijie Shen, Chao Wang, Renzhuo Huang, Yan Zhong, Qinghai Guo, Zhichao Lu, Jianguo Zhang, Luziwei Leng

  20380-20388

  2025-04-11

• Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger

  Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

  9698-9706

  2025-04-11

• FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models

  Junkang Liu, Fanhua Shang, Hongying Liu, Yuxuan Tian, Yuanyuan Liu, Jin Liu, Kewen Zhu, Zhouchen Lin

  23748-23756

  2026-03-14

• Partially Shared Concept Bottleneck Models

  Delong Zhao, Qiang Huang, Di Yan, Yiqun Sun, Jun Yu

  13117-13125

  2026-03-14

• A Novel Framework for Robustness Analysis of Visual QA Models

  Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly, Bernard Ghanem

  8449-8456

  2019-07-17

• ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models

  Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang

  14554-14562

  2024-03-24

• D2 Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness

  Lang Xiong, Ning Liu, Ao Ren, Yuheng Bai, Haining Fang, Binyan Zhang, Zhe Jiang, Yujuan Tan, Duo Liu

  27171-27179

  2026-03-14

• ReasonAct: Progressive Training for Fine-Grained Video Reasoning in Small Models

  Jiaxin Liu, Zhaolu Kang

  7188-7196

  2026-03-14

• Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery

  Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou

  22457-22465

  2024-03-24

• Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns

  Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-Chun Zhu, Ying Nian Wu

  12442-12451

  2020-04-03

• Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms

  Xianqi Jiao, Jia Liu, Zhiping Chen

  17671-17679

  2025-04-11

• Efficient Parameter Importance Analysis via Ablation with Surrogates

  Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos

  2017-02-12

• MotionPhysics: Learnable Motion Distillation for Text-Guided Simulation

  Miaowei Wang, Jakub Zadrożny, Oisin Mac Aodha, Amir Vaxman

  9993-10001

  2026-03-14

• Locally Fair Partitioning

  Pankaj K. Agarwal, Shao-Heng Ko, Kamesh Munagala, Erin Taylor

  4752-4759

  2022-06-28

• Interweaving Memories of a Siamese Large Language Model

  Xin Song, Zhikai Xue, Guoxiu He, Jiawei Liu, Wei Lu

  25155-25163

  2025-04-11

• Entropy Induced Pruning Framework for Convolutional Neural Networks

  Yiheng Lu, Ziyu Guan, Yaming Yang, Wei Zhao, Maoguo Gong, Cai Xu

  3918-3926

  2024-03-24

• BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models

  Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu

  24422-24430

  2025-04-11

• Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-Box Neural Ranking Models

  Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng

  12229-12237

  2025-04-11

• MedGR2: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning

  Weihai Zhi, Jiayan Guo, Shangyang Li

  28901-28909

  2026-03-14

• DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes

  Mogens Henrik From, Jacob Nielsen, Lukas Galke, Peter Schneider-Kamp

  21128-21135

  2026-03-14

• Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation

  Hyunjune Shin, Dong-Wan Choi

  14991-14999

  2024-03-24

• Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

  Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem

  10829-10837

  2024-03-24

• Federated Generative Model on Multi-Source Heterogeneous Data in IoT

  Zuobin Xiong, Wei Li, Zhipeng Cai

  10537-10545

  2023-06-26

• Fusing Conditional Submodular GAN and Programmatic Weak Supervision

  Kumar Shubham, Pranav Sastry, Prathosh AP

  15020-15028

  2024-03-24