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• Generating Risky Samples with Conformity Constraints via Diffusion Models

  Han Yu, Hao Zou, Xingxuan Zhang, Zhengyi Wang, Yue He, Kehan Li, Peng Cui

  27934-27942

  2026-03-14

• Discovering Hybrid World Representations with Co-Evolving Foundation Models

  Jiajun Wu, Yunzhi Zhang, Hong-Xing Yu, Joy Hsu, Jiayuan Mao

  41020-41024

  2026-03-14

• Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao

  9639-9647

  2026-03-14

• NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models

  Tuc Van Nguyen, James Michels, Hua Shen, Thai Le

  24939-24947

  2025-04-11

• High-Dimensional Bayesian Optimization via Tree-Structured Additive Models

  Eric Han, Ishank Arora, Jonathan Scarlett

  7630-7638

  2021-05-18

• SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

  Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen, Shixiang Tang, Xueyang Fu, Haonan Lu, Zheng-Jun Zha

  5451-5459

  2025-04-11

• QADiver: Interactive Framework for Diagnosing QA Models

  Gyeongbok Lee, Sungdong Kim, Seung-won Hwang

  9861-9862

  2019-07-17

• 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

• 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

• Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract)

  Bang Wu, Shirui Pan, Xingliang Yuan

  15925-15926

  2021-05-18

• InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models

  Kai Wang, Shaozhang Niu, Qixian Hao, Jiwei Zhang

  7771-7779

  2025-04-11

• CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models

  Mengfei Zhang, Zhenglin Wang

  34764-34771

  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

• EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks

  Xiao Yang, Xuejiao Zhao, Zhiqi Shen

  34340-34348

  2026-03-14

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models

  Andreas Bunte, Benno Stein, Oliver Niggemann

  2727-2735

  2019-07-17

• Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation

  Nicholas Egan, Oleg Vasilyev, John Bohannon

  10599-10607

  2022-06-28

• Accurate Estimation of Feature Importance Faithfulness for Tree Models

  Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

  16691-16698

  2025-04-11

• TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models

  Yi Cao, Weijie Shi, Wei-Jie Xu, Yucheng Shen, Yue Cui, Hanghui Guo, Shimin Di, Ziyi Liu, Jiaming Li, Alexander Zhou, Jia Zhu, Jiajie Xu

  30148-30155

  2026-03-14

• TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models

  Honglei Zhang, Zhiwei Li, Haoxuan Li, Xin Zhou, Jie Zhang, Yidong Li

  28212-28220

  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

• ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation

  Zhuojie Yang, Wentao Wan, Keze Wang

  34378-34386

  2026-03-14

• Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models

  Antoine Louis, Gijs van Dijck, Gerasimos Spanakis

  22266-22275

  2024-03-24

• Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models

  Jiaxu Zhao, Meng Fang, Mingze Zhong, Shunfeng Zheng, Ling Chen, Mykola Pechenizkiy

  39637-39645

  2026-03-14

• Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models

  Lei Tang, Jinghui Qin, Wenxuan Ye, Hao Tan, Zhijing Yang

  25255-25263

  2025-04-11