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• From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers

  Bharat Runwal, Tejaswini Pedapati, Pin-Yu Chen

  20218-20227

  2025-04-11

• FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning

  Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble

  20228-20236

  2025-04-11

• A Layer Selection Approach to Test Time Adaptation

  Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawe, Yann Batiste Pequignot, Frédéric Precioso, Christian Gagné

  20237-20245

  2025-04-11

• User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization

  Joshua Hang Sai Ip, Ankush Chakrabarty, Ali Mesbah, Diego Romeres

  20246-20254

  2025-04-11

• A Scalable and Effective Alternative to Graph Transformers

  Kaan Sancak, Zhigang Hua, Jin Fang, Yan Xie, Andrey Malevich, Bo Long, Muhammed Fatih Balin, Ümit V. Çatalyürek

  20255-20263

  2025-04-11

• RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability

  Vishwesh Sangarya, Jung-Eun Kim

  20264-20272

  2025-04-11

• A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations

  Sascha Saralajew, Ashish Rana, Thomas Villmann, Ammar Shaker

  20273-20282

  2025-04-11

• Explicit and Implicit Graduated Optimization in Deep Neural Networks

  Naoki Sato, Hideaki Iiduka

  20283-20291

  2025-04-11

• Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks

  Hiroshi Sawada, Kazuo Aoyama, Masaya Notomi

  20292-20301

  2025-04-11

• Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints

  Davide Scassola, Sebastiano Saccani, Ginevra Carbone, Luca Bortolussi

  20302-20309

  2025-04-11

• Delay as Payoff in MAB

  Ofir Schlisselberg, Ido Cohen, Tal Lancewicki, Yishay Mansour

  20310-20317

  2025-04-11

• General Uncertainty Estimation with Delta Variances

  Simon Schmitt, John Shawe-Taylor, Hado van Hasselt

  20318-20328

  2025-04-11

• Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy

  Hyunjin Seo, Kyusung Seo, Joonhyung Park, Eunho Yang

  20329-20337

  2025-04-11

• Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels

  Renat Sergazinov, Richard Chen, Cheng Ji, Jing Wu, Daniel Cociorva, Hakan Brunzell

  20338-20345

  2025-04-11

• Know2Vec: A Black-Box Proxy for Neural Network Retrieval

  Zhuoyi Shang, Yanwei Liu, Jinxia Liu, Xiaoyan Gu, Ying Ding, Xiangyang Ji

  20346-20353

  2025-04-11

• Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification

  Yuming Shao, Zhixuan Fang

  20354-20361

  2025-04-11

• Offline-to-Online Hyperparameter Transfer for Stochastic Bandits

  Dravyansh Sharma, Arun Suggala

  20362-20370

  2025-04-11

• Boosting Test Performance with Importance Sampling--a Subpopulation Perspective

  Hongyu Shen, Zhizhen Zhao

  20371-20379

  2025-04-11

• 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

• Label-Free Backdoor Attacks in Vertical Federated Learning

  Wei Shen, Wenke Huang, Guancheng Wan, Mang Ye

  20389-20397

  2025-04-11

• Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment

  Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou

  20398-20408

  2025-04-11

• 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

• Numerical Pruning for Efficient Autoregressive Models

  Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

  20418-20426

  2025-04-11

• Protecting Model Adaptation from Trojans in the Unlabeled Data

  Lijun Sheng, Jian Liang, Ran He, Zilei Wang, Tieniu Tan

  20427-20435

  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