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• On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models

  Ding Cao, Yuchen Cai, Yuqing Huang, Xuesong He, Rongxi Guo, Guiquan Liu, Guangzhong Sun

  30139-30147

  2026-03-14

• Demystifying Foreground-Background Memorization in Diffusion Models

  Jimmy Z. Di, Yiwei Lu, Yaoliang Yu, Gautam Kamath, Adam Dziedzic, Franziska Boenisch

  20763-20771

  2026-03-14

• Can You Trust What I Think? Analyzing and Improving Verbalized Uncertainty and Factuality in Reasoning-Based Large Language Models

  Tianruo Rose Xu

  41534-41536

  2026-03-14

• When Equal Isn’t Fair: Mitigating Over-Normalization in Large Language Models (Student Abstract)

  Ravada Satyadev, Aditya Ganesh Kumar, Avinash Anand, Rajiv Ratn Shah, Zhengkui Wang, Mukesh Prasad

  41384-41386

  2026-03-14

• HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning

  Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao

  39522-39530

  2026-03-14

• BATIS: Bayesian Approaches for Targeted Improvement of Species Distribution Models

  Catherine Villeneuve, Benjamin Akera, Mélisande Teng, David Rolnick

  39358-39367

  2026-03-14

• Privacy Preserving In-Context-Learning Framework for Large Language Models

  Bishnu Bhusal, Manoj Acharya, Ramneet Kaur, Colin Samplawski, Anirban Roy, Adam D. Cobb, Rohit Chadha, Susmit Jha

  35303-35312

  2026-03-14

• SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models

  Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio

  32728-32736

  2026-03-14

• Query-Efficient Domain Knowledge Stealing Against Large Language Models

  Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong

  31870-31878

  2026-03-14

• Machine Learning Models Assisting the Development of Antibody Therapeutics and Vaccines – an Emerging Trend

  Felipe Leno da Silva, Mikel Landajuela, Edwin A. Saada, Piyush Karande, Sudeep Sarma, Igor D'Angelo, Simone Conti, Daniel Faissol

  41006-41012

  2026-03-14

• Towards Inclusive AI: Advancing Multilingual Large Language Models

  Wenxuan Zhang

  39848-39848

  2026-03-14

• Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

  Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu

  23514-23522

  2025-04-11

• Accurate Estimation of Feature Importance Faithfulness for Tree Models

  Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

  16691-16698

  2025-04-11

• Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models

  Yongwen Ren, Chao Wang, Peng Du, Chuan Qin, Dazhong Shen, Hui Xiong

  15671-15679

  2026-03-14

• Calibrating Large Language Models with Sample Consistency

  Qing Lyu, Kumar Shridhar, Chaitanya Malaviya, Li Zhang, Yanai Elazar, Niket Tandon, Marianna Apidianaki, Mrinmaya Sachan, Chris Callison-Burch

  19260-19268

  2025-04-11

• Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach

  Nassim Walha, Sebastian G. Gruber, Thomas Decker, Yinchong Yang, Alireza Javanmardi, Eyke Hüllermeier, Florian Buettner

  26090-26098

  2026-03-14

• Finite Based Contraction and Expansion via Models

  Ricardo Guimarães, Ana Ozaki, Jandson S. Ribeiro

  6389-6397

  2023-06-26

• I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

  Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan Oseledets

  30771-30779

  2026-03-14

• GUIDER: Uncertainty Guided Dynamic Re-ranking for Large Language Models Based Recommender Systems

  Cai Xu, Xujing Wang, Ziyu Guan, Wei Zhao, Meng Yan

  16049-16057

  2026-03-14

• Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding

  Xiaolong Wang, Jingjing Wang, Chengxiang Zhai

  2017-02-12

• DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input

  Qijian Tian, Xin Tan, Yuan Xie, Lizhuang Ma

  7374-7382

  2025-04-11

• Bayesian Policy Search for Multi-Agent Role Discovery

  Aaron Wilson, Alan Fern, Prasad Tadepalli

  624-629

  2010-07-03

• Network Recasting: A Universal Method for Network Architecture Transformation

  Joonsang Yu, Sungbum Kang, Kiyoung Choi

  5701-5708

  2019-07-17

• A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs

  Mateo Perez, Fabio Somenzi, Ashutosh Trivedi

  21510-21517

  2024-03-24

• AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems

  Xu Wan, Mingyang Sun, Boli Chen, Zhongda Chu, Fei Teng

  5294-5302

  2023-06-26