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• Pansharpening for Thin-Cloud Contaminated Remote Sensing Images: A Unified Framework and Benchmark Dataset

  Songcheng Du, Yang Zou, Jiaxin Li, Mingxuan Liu, Ying Li, Changjing Shang, Qiang Shen

  3696-3704

  2026-03-14

• FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks

  Jinmin Li, Tao Dai, Mingyan Zhu, Bin Chen, Zhi Wang, Shu-Tao Xia

  1343-1350

  2023-06-26

• KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning

  Lingyun Song, Ziyao Chen, Kang Pan, Xiaolin Han, Xinbiao Gan, Yudai Pan, Xiaofan Sun, Xiaoqi Wang, Xuequn Shang

  25536-25544

  2026-03-14

• EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation

  Biao Yi, Xueyu Hu, Yurun Chen, Shengyu Zhang, Hongxia Yang, Fan Wu

  29838-29846

  2026-03-14

• Anchor Search: A Unified Framework for Suboptimal Bidirectional Search

  Sepehr Lavasani, Lior Siag, Shahaf S. Shperberg, Ariel Felner, Nathan R. Sturtevant

  27045-27053

  2025-04-11

• Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks

  Lingyu Mu, Zhengxiao Liu, Zhitong Zhu, Zheng Lin

  12408-12416

  2025-04-11

• GlyphSR: A Simple Glyph-Aware Framework for Scene Text Image Super-Resolution

  Baole Wei, Yuxuan Zhou, Liangcai Gao, Zhi Tang

  8277-8285

  2025-04-11

• Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS

  Bingyu Yan, Xiaoming Zhang, Ziyi Zhou, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang

  29784-29792

  2026-03-14

• MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding

  Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li

  8032-8040

  2023-06-26

• WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation

  Guo-Biao Zhang, Zhijing Wu, Tian Lan, Ding-Yuan Liu, Yu-Shi Zhu, Xian-Ling Mao

  34674-34682

  2026-03-14

• Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework

  Lirong Wu, Haitao Lin, Yufei Huang, Tianyu Fan, Stan Z. Li

  10351-10360

  2023-06-26

• Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting

  Yudong Zhang, Xu Wang, Xuan Yu, Zhaoyang Sun, Kai Wang, Yang Wang

  1147-1155

  2025-04-11

• Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty

  Zeqiang Wang, Rebecca Oldroyd, Yuqi Wang, Jiageng Wu, Jie Yang, Wei Wang, Nishanth R. Sastry, Jon Johnson, Suparna De

  39415-39422

  2026-03-14

• Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework

  Weixi Weng, Chun Yuan

  5912-5920

  2024-03-24

• Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement

  Jing Wang, Jiangyun Li, Chen Chen, Yisi Zhang, Haoran Shen, Tianxiang Zhang

  5463-5471

  2024-03-24

• 3SAT: A Simple Self-Supervised Adversarial Training Framework

  Jiang Fang, Haonan He, Jiyan Sun, Jiadong Fu, Zhaorui Guo, Yinlong Liu, Wei Ma

  16523-16531

  2025-04-11

• GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers

  Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji

  21797-21805

  2024-03-24

• Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models

  Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang

  28185-28193

  2026-03-14

• MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL

  Yingwen Fu, Wenjie Ou, Zhou Yu, Yue Lin

  12790-12798

  2023-06-26

• Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework

  Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang

  12836-12844

  2023-06-26

• A Simple Graph Contrastive Learning Framework for Short Text Classification

  Yonghao Liu, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan

  19015-19023

  2025-04-11

• QADiver: Interactive Framework for Diagnosing QA Models

  Gyeongbok Lee, Sungdong Kim, Seung-won Hwang

  9861-9862

  2019-07-17

• PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks

  Anandsingh Chauhan, Mayank Baranwal, Ansuma Basumatary

  14757-14764

  2023-06-26

• PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

  Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu

  14991-14999

  2023-06-26

• A Variable Occurrence-Centric Framework for Inconsistency Handling

  Yakoub Salhi

  15143-15150

  2025-04-11