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• Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments

  Amogh Mannekote, Adam Davies, Jina Kang, Kristy Elizabeth Boyer

  29044-29052

  2025-04-11

• AutoText: An End-to-End AutoAI Framework for Text

  Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel Valente, Dakuo Wang, Alexandre Evfimievski, Sairam Gurajada, Ban Kawas, Cristiano Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li

  16001-16003

  2021-05-18

• TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning

  Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song

  2126-2134

  2022-06-28

• TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training

  Yuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai

  3513-3521

  2024-03-24

• Scope Delineation Before Localization: A Two-Stage Framework for Enhancing Failure Attribution in Multi-Agent Systems

  Kai Sun, Wenqiang Li, Bo Dong, Yuxin Lin, Jingyao Zhang, Bin Shi

  33108-33116

  2026-03-14

• AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates

  Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye

  4876-4883

  2020-04-03

• Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models

  Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue, Qichun Deng, Haifeng Jing, Zhengtong Zhang, Depei Liu, Shiyuan Luo, Junfei Liu

  2074-2082

  2026-03-14

• SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification

  Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao

  14338-14346

  2023-06-26

• LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning

  Yuan Yang, James C Kerce, Faramarz Fekri

  8840-8848

  2022-06-28

• A Knowledge Transfer Framework for Differentially Private Sparse Learning

  Lingxiao Wang, Quanquan Gu

  6235-6242

  2020-04-03

• Target Focused Shallow Transformer Framework for Efficient Visual Tracking

  Md Maklachur Rahman

  23409-23410

  2024-03-24

• END^2: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions

  Nan Sun, Han Fang, Yuxing Lu, Chengxin Zhao, Hefei Ling

  773-781

  2025-04-11

• TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception

  Kailin Lyu, Long Xiao, Jianing Zeng, Junhao Dong, Xuexin Liu, Zhuojun Zou, Haoyue Yang, Lin Shu, Jie Hao

  18496-18504

  2026-03-14

• ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing

  Yaohui Ma, Xiaopeng Hong, Shizhou Zhang, Huiyun Li, Zhilin Zhu, Wei Luo, Zhiheng Ma

  19323-19331

  2025-04-11

• Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction

  Guangjun Zhang, Hu Zhang, Yazhou Han, Yue Fan, Yuhang Shao, Hongye Tan, Ru Li

  34665-34673

  2026-03-14

• GAICo: Demonstrating a Unified Framework for Multi-Modal GenAI Evaluation

  Pallav Koppisetti, Nitin Gupta, Kausik Lakkaraju, Biplav Srivastava

  41622-41624

  2026-03-14

• WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation

  Junchuan Yu, Yuyang Sun

  29856-29864

  2026-03-14

• GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework

  Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian

  15466-15473

  2024-03-24

• Discovery News: A Generic Framework for Financial News Recommendation

  Chong Wang, Lisa Kim, Grace Bang, Himani Singh, Russell Kociuba, Steven Pomerville, Xiaomo Liu

  13390-13395

  2020-04-03

• MMPF: Multi-Modal Perception Framework for Abnormal Medical Condition Detection

  Chuyi Zhong, Dingkang Yang, Peng Zhai, Lihua Zhang

  10653-10661

  2025-04-11

• Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework

  Zhenmao Li, Yichao Wu, Ken Chen, Yudong Wu, Shunfeng Zhou, Jiaheng Liu, Jiaheng Liu, Junjie Yan

  4788-4795

  2020-04-03

• A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation

  Mufan Xue, Xinyu Wu, Jinlong Li, Xuesong Li, Guoyuan Yang

  6413-6421

  2024-03-24

• Abstract Argumentation Framework with Conditional Preferences

  Gianvincenzo Alfano, Sergio Greco, Francesco Parisi, Irina Trubitsyna

  6218-6227

  2023-06-26

• Don’t Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs

  Ziyi Zhao, Chongming Gao, Yang Zhang, Haoyan Liu, Weinan Gan, Huifeng Guo, Yong Liu, Fuli Feng

  35003-35011

  2026-03-14

• Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations

  Yehonatan Elisha, Seffi Cohen, Oren Barkan, Noam Koenigstein

  3750-3758

  2026-03-14