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• Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models

  Yi Liu, Xiangyu Liu, Zequn Sun, Wei Hu

  32231-32239

  2026-03-14

• TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models

  Yuqi Peng, Lingtao Zheng, Yufeng Yang, Yi Huang, Mingfu Yan, Jianzhuang Liu, Shifeng Chen

  8385-8393

  2026-03-14

• A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models

  Yuchen Jiang, Xinyuan Zhao, Yihang Wu, Ahmad Chaddad

  17653-17661

  2025-04-11

• DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models

  Haonan Yuan, Qingyun Sun, Zhaonan Wang, Xingcheng Fu, Cheng Ji, Yongjian Wang, Bo Jin, Jianxin Li

  22272-22280

  2025-04-11

• Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach

  Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukas Chrpa, Thomas McCluskey

  2016-03-05

• DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays

  Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian Molloy, Suresh Chari

  2016-03-02

• MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models

  Tuna Han Salih Meral, Hidir Yesiltepe, Connor Dunlop, Pinar Yanardag

  8043-8051

  2026-03-14

• Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models

  Yixin Bu, Guanyun Zou, Renzhi Wang, Runze Xia, Cunjun Wang, Hongliang Dai, Xiaoqing Ma, Piji Li

  30104-30111

  2026-03-14

• DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models

  Yara Bahram, Mohammadhadi Shateri, Eric Granger

  2345-2353

  2026-03-14

• Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

  Yu-Chuan Chen, Hen-Hsen Huang

  23642-23650

  2025-04-11

• Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities

  Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Ting Liu, Bing Qin

  34976-34984

  2026-03-14

• ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models

  Zihan Wang, Rui Zhang, Hongwei Li, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Guowen Xu

  35829-35837

  2026-03-14

• Interactive Concept Bottleneck Models

  Kushal Chauhan, Rishabh Tiwari, Jan Freyberg, Pradeep Shenoy, Krishnamurthy Dvijotham

  5948-5955

  2023-06-26

• LoKI: Low-Damage Knowledge Implanting of Large Language Models

  Runyu Wang, Peng Ping, Zhengyu Guo, Xiaoye Zhang, Quan Shi, Liting Zhou, Tianbo Ji

  33620-33628

  2026-03-14

• Integrated Systems for Inducing Spatio-Temporal Process Models

  Chunki Park, Will Bridewell, Pat Langley

  1555-1560

  2010-07-05

• Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models

  Meng Cao, Pengfei Hu, Yingyao Wang, Jihao Gu, Haoran Tang, Haoze Zhao, Chen Wang, Jiahua Dong, Wangbo Yu, Ge Zhang, Xiang Li, Ian Reid, Xiaodan Liang

  2616-2624

  2026-03-14

• Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models

  Md Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz

  37858-37866

  2026-03-14

• Bootstrapping Dialog Models from Human to Human Conversation Logs

  Pankaj Dhoolia, Vineet Kumar, Danish Contractor, Sachindra Joshi

  16024-16025

  2021-05-18

• Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models

  Hanqing Wang, Shaoyang Wang, Yiming Zhong, Zemin Yang, Jiamin Wang, Zhiqing Cui, Jiahao Yuan, Yifan Han, Mingyu Liu, Yuexin Ma

  9738-9746

  2026-03-14

• Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators

  Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Kaize Ding, Ranjay Krishna

  21903-21911

  2026-03-14

• Disentangled Spatiotemporal Graph Generative Models

  Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao

  6541-6549

  2022-06-28

• On the Alignment of Large Language Models with Global Human Opinion

  Yang Liu, Masahiro Kaneko, Chenhui Chu

  37673-37681

  2026-03-14

• Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds

  Brendan Juba, Roni Stern

  9795-9804

  2022-06-28

• PixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation

  Liyao Jiang, Negar Hassanpour, Mohammad Salameh, Mohammadreza Samadi, Jiao He, Fengyu Sun, Di Niu

  4012-4020

  2025-04-11

• Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules

  Jiabao Wang, Zepeng Wu, Qian Dong, Lingzhong Meng, Yunzhi Xue, Yukuan Yang

  826-833

  2025-04-11