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• LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers

  Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

  20409-20417

  2025-04-11

• Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense

  Zhenbo Shi, Xiaoman Liu, Yuxuan Zhang, Shuchang Wang, Rui Shu, Zhidong Yu, Wei Yang, Liusheng Huang

  20436-20444

  2025-04-11

• Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood

  Yuta Shikuri

  20445-20452

  2025-04-11

• TinySAM: Pushing the Envelope for Efficient Segment Anything Model

  Han Shu, Wenshuo Li, Yehui Tang, Yiman Zhang, Yihao Chen, Houqiang Li, Yunhe Wang, Xinghao Chen

  20470-20478

  2025-04-11

• Co-Dream: Collaborative Dream Synthesis over Decentralized Models

  Abhishek Singh, Gauri Gupta, Yichuan Shi, Alex Dang, Ritvik Kapila, Sheshank Shankar, Mohammed Ehab, Ramesh Raskar

  20497-20505

  2025-04-11

• Online and Streaming Algorithms for Constrained k-Submodular Maximization

  Fabian Christian Spaeh, Alina Ene, Huy Nguyen

  20567-20574

  2025-04-11

• On Local Overfitting and Forgetting in Deep Neural Networks

  Uri Stern, Tomer Yaacoby, Daphna Weinshall

  20592-20600

  2025-04-11

• Graph Consistency and Diversity Measurement for Federated Multi-View Clustering

  Bohang Sun, Yongjian Deng, Yuena Lin, Qiuru Hai, Zhen Yang, Gengyu Lyu

  20663-20671

  2025-04-11

• Fast Multi-Instance Partial-Label Learning

  Yin-Fang Yang, Wei Tang, Min-Ling Zhang

  22038-22046

  2025-04-11

• ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression

  Kai Yao, Zhaorui Tan, Tiandi Ye, Lichun Li, Yuan Zhao, Wenyan Liu, Wei Wang, Jianke Zhu

  22074-22082

  2025-04-11

• Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling

  Fei Ye, Adrian G. Bors, Kun Zhang

  22101-22109

  2025-04-11

• Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer

  Mingze Yin, Hanjing Zhou, Yiheng Zhu, Jialu Wu, Wei Wu, Mingyang Li, Kun Fu, Zheng Wang, Chang-Yu Hsieh, Tingjun Hou, Jian Wu

  22164-22172

  2025-04-11

• Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting

  Tianyi Yin, Jingwei Wang, Yunlong Ma, Han Wang, Chenze Wang, Yukai Zhao, Min Liu, Weiming Shen

  22173-22181

  2025-04-11

• Graph Structure Refinement with Energy-based Contrastive Learning

  Xianlin Zeng, Yufeng Wang, Yuqi Sun, Guodong Guo, Wenrui Ding, Baochang Zhang

  22326-22335

  2025-04-11

• Specifying What You Know or Not for Multi-Label Class-Incremental Learning

  Aoting Zhang, Dongbao Yang, Chang Liu, Xiaopeng Hong, Yu Zhou

  22345-22353

  2025-04-11

• DiffCLIP: Few-shot Language-driven Multimodal Classifier

  Jiaqing Zhang, Mingxiang Cao, Xue Yang, Kai Jiang, Yunsong Li

  22443-22451

  2025-04-11

• TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs

  Qin Zhang, Xiaowei Li, Ziqi Liu, Xiaochen Fan, Xiaojun Chen, Shirui Pan

  22506-22514

  2025-04-11

• Neural Collapse Inspired Knowledge Distillation

  Shuoxi Zhang, Zijian Song, Kun He

  22542-22550

  2025-04-11

• Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant”

  Yudong Zhang, Ruobing Xie, Jiansheng Chen, Xingwu Sun, Zhanhui Kang, Yu Wang

  22659-22667

  2025-04-11

• Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder

  Yuhan Zhang, Guoqing Ma, Guangfu Hao, Liangxuan Guo, Yang Chen, Shan Yu

  22668-22676

  2025-04-11

• LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation

  Yumin Zhang, Haoran Duan, Rui Sun, Yue Cheng, Tejal Shah, Rajiv Ranjan, Bo Wei

  22677-22685

  2025-04-11

• Mixture of Experts as Representation Learner for Deep Multi-View Clustering

  Yunhe Zhang, Jinyu Cai, Zhihao Wu, Pengyang Wang, See-Kiong Ng

  22704-22713

  2025-04-11

• ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression

  Botao Zhao, Xiaoyang Qu, Zuheng Kang, Junqing Peng, Jing Xiao, Jianzong Wang

  22750-22758

  2025-04-11

• Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion

  Liang Zhao, Ziyue Wang, Xiao Wang, Zhikui Chen, Bo Xu

  22786-22794

  2025-04-11

• MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices

  Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang

  22840-22848

  2025-04-11