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• Sample Complexity of Linear Regression Models for Opinion Formation in Networks

  Haolin Liu, Rajmohan Rajaraman, Ravi Sundaram, Anil Kumar Vullikanti, Omer Wasim, Haifeng Xu

  13993-14001

  2025-04-11

• 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

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

  Yang Liu, Masahiro Kaneko, Chenhui Chu

  37673-37681

  2026-03-14

• AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints

  Zhiwei Dong, Mingzhu Shen, Shihao Bai, Xiuying Wei, Jinyang Guo, Ruihao Gong, Song-Lu Chen, Xianglong Liu, Xu-Cheng Yin

  16354-16362

  2025-04-11

• Bootstrapping Dialog Models from Human to Human Conversation Logs

  Pankaj Dhoolia, Vineet Kumar, Danish Contractor, Sachindra Joshi

  16024-16025

  2021-05-18

• 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

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

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

  8043-8051

  2026-03-14

• Dynamic Explainable Recommendation Based on Neural Attentive Models

  Xu Chen, Yongfeng Zhang, Zheng Qin

  53-60

  2019-07-17

• Disentangled Spatiotemporal Graph Generative Models

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

  6541-6549

  2022-06-28

• 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

• 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

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

  Brendan Juba, Roni Stern

  9795-9804

  2022-06-28

• COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees

  Zhiyuan Wang, Jinhao Duan, Qingni Wang, Xiaofeng Zhu, Tianlong Chen, Xiaoshuang Shi, Kaidi Xu

  33764-33772

  2026-03-14

• 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

• Causality Matters: How Temporal Information Emerges in Video Language Models

  Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang

  9006-9014

  2026-03-14

• Mitigating Hallucinations in Large Language Models via Causal Reasoning

  Yuangang Li, Yiqing Shen, Yi Nian, Jiechao Gao, Ziyi Wang, Chenxiao Yu, Li Li, Jie Wang, Xiyang Hu, Yue Zhao

  31852-31860

  2026-03-14

• 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

• DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype

  Qiang Wang, Yuhang He, Songlin Dong, Xiang Song, Jizhou Han, Haoyu Luo, Yihong Gong

  21198-21206

  2025-04-11

• MIRAGE: Towards AI-Generated Image Detection in the Wild

  OuCheng Huang, Manxi Lin, Jiexiang Tan, Xiaoxiong Du, Yang Qiu, Junjun Zheng, Xiangheng Kong, Yuning Jiang, Bo Zheng

  5076-5084

  2026-03-14

• From Zero-Shot Learning to Cold-Start Recommendation

  Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang

  4189-4196

  2019-07-17

• Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection

  Jitao Ma, Weiying Xie, Hangyu Ye, Daixun Li, Leyuan Fang

  5964-5972

  2025-04-11

• LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts

  Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun

  6810-6817

  2019-07-17

• CertMask: Certifiable Defense Against Adversarial Patches via Theoretically Optimal Mask Coverage

  Xuntao Lyu, Ching-Chi Lin, Abdullah Al Arafat, Georg von der Brüggen, Jian-Jia Chen, Zhishan Guo

  7735-7743

  2026-03-14

• Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries

  Haocheng Lu, Nan Zhang, Wei Tao, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang

  7539-7547

  2026-03-14

• LENS: Learning to Segment Anything with Unified Reinforced Reasoning

  Lianghui Zhu, Bin Ouyang, Yuxuan Zhang, Tianheng Cheng, Rui Hu, Haocheng Shen, Longjin Ran, Xiaoxin Chen, Li Yu, Wenyu Liu, Xinggang Wang

  13952-13960

  2026-03-14