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• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks

  Ximing Wen

  29307-29308

  2025-04-11

• Hypernetwork Approach to Bayesian MAML (Student Abstract)

  Piotr Borycki, Piotr Kubacki, Marcin Przewięźlikowski, Tomasz Kuśmierczyk, Jacek Tabor, Przemysław Spurek

  29325-29327

  2025-04-11

• ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract)

  Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya, Marcos Zampieri, Christopher M. Homan, Ashiqur R. KhudaBukhsh

  29356-29358

  2025-04-11

• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

  Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

  21090-21098

  2025-04-11

• Dialog State Tracking with Reinforced Data Augmentation

  Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

  9474-9481

  2020-04-03

• Set-Valued Sensitivity Analysis of Deep Neural Networks

  Xin Wang, Feilong Wang, Xuegang (Jeff) Ban

  21304-21311

  2025-04-11

• AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models

  Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee

  37204-37212

  2026-03-14

• Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion

  Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shao-Yuan Li, Sheng-Jun Huang

  34923-34931

  2026-03-14

• LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction

  Jusheng Zhang, Ningyuan Liu, Yijia Fan, Zihao Huang, Qinglin Zeng, Kaitong Cai, Jian Wang, Keze Wang

  34746-34754

  2026-03-14

• Skill Path: Unveiling Language Skills from Circuit Graphs

  Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang

  30210-30217

  2026-03-14

• Textualize Visual Prompt for Image Editing via Diffusion Bridge

  Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

  21779-21787

  2025-04-11

• AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research

  Alexandru-Mihai Apostu, Andrei Preda, Alexandra Daniela Damir, Diana Bolocan, Radu Tudor Ionescu, Ioana Croitoru, Mihaela Gaman

  12-20

  2026-03-14

• RTMol: Rethinking Molecule-text Alignment in a Round-trip View

  Letian Chen, Runhan Shi, Gufeng Yu, Yang Yang

  75-82

  2026-03-14

• Repetitive Reprediction Deep Decipher for Semi-Supervised Learning

  Guo-Hua Wang, Jianxin Wu

  6170-6177

  2020-04-03

• CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification

  Yongguo Ling, Chen Zhang, Yiming Liu, Wenhao Shao

  7042-7050

  2026-03-14

• Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction

  Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

  23087-23095

  2026-03-14

• DECON: Reconstruction of Clothed-Geometric Multiple Humans from a Single Image via Geometry-Guided Decoupling

  Yiming Jiang, Wenfeng Song, Shuai Li, Aimin Hao

  5459-5467

  2026-03-14

• Towards Robust Human–AI Decision-Making via Learning-to-Defer

  Yannis Montreuil

  41068-41069

  2026-03-14

• IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection

  Jiajie Zhu, Xia Du, Xiaoyuan Liu, Ji-Zhe Zhou, Qizhen Xu, Zheng Lin, Chi-Man Pun

  1632-1640

  2026-03-14

• Tree-Based Stochastic Optimization for Solving Large-Scale Urban Network Security Games

  Shuxin Zhuang, Linjian Meng, Shuxin Li, Minming Li, Youzhi Zhang

  1668-1675

  2026-03-14

• A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents

  Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas

  1757-1765

  2026-03-14

• MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue

  Yuanyuan He, Guotai Huang, Wei Li, Jiali You, Jiawen Deng, Fuji Ren

  1819-1827

  2026-03-14

• MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation

  Xiangdong Li, Ye Lou, Ao Gao, Wei Zhang, Siyang Song

  1918-1927

  2026-03-14

• I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks

  Ruichen Ma, Liwei Meng, Guanchao Qiao, Ning Ning, Yang Liu, Shaogang Hu

  1982-1990

  2026-03-14

• Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback

  Shijing Zhu, Zhuang Chen, Guanqun Bi, Binghang Li, Yaxi Deng, Dazhen Wan, Libiao Peng, Xiyao Xiao, Rongsheng Zhang, Tangjie Lv, Zhipeng Hu, FangFang Li, Minlie Huang

  2272-2280

  2026-03-14