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• Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT

  Da Chang, Peng Xue, Yu Li, Yongxiang Liu, Pengxiang Xu, Shixun Zhang

  30174-30182

  2026-03-14

• ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding

  Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang

  8968-8975

  2020-04-03

• From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension

  Lihong Huang, Sheng-hua Zhong, Zhi Zhang, Yan Liu

  5058-5066

  2026-03-14

• An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling

  Lixiu Wu, Yuanrong Tang, Qisen Pan, Xianyang Zhan, Yuchen Han, Lanxi Xiao, Tianhong Wang, Chen Zhong, Jiangtao Gong

  29758-29766

  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

• 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

• A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification

  Yang Zhang, Ziyi Kou, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang

  14637-14645

  2023-06-26

• 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

• 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

• A Flexible Framework for Communication-Efficient Machine Learning

  Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson

  8101-8109

  2021-05-18

• HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation

  Yiran Liu, Zhiyi Hou, Xiaoang Xu, Shuo Wang, Huijia Wu, Kaicheng Yu, Yang Yu, ChengXiang Zhai

  32249-32257

  2026-03-14

• Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework

  Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, Maosong Sun

  12639-12647

  2021-05-18

• An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis

  Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu

  14630-14637

  2021-05-18

• Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation

  Inderjeet Singh, Eleonore Vissol-Gaudin, Andikan Otung, Motoyoshi Sekiya

  25472-25480

  2026-03-14

• 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

• A Unified Framework for Planning in Adversarial and Cooperative Environments

  Anagha Kulkarni, Siddharth Srivastava, Subbarao Kambhampati

  2479-2487

  2019-07-17

• BrainLMM: A Label-Free Framework for Mapping Multi-Semantic Representation in the Human Visual Cortex

  Tan Gao, Mufan Xue, Haofang Zheng, Shuo Lv, Jia Xu, Dabin Sheng, Ziming Mao, Xinyu Wu, Andrew Luo, Guoyuan Yang

  4176-4184

  2026-03-14

• A Knowledge Transfer Framework for Differentially Private Sparse Learning

  Lingxiao Wang, Quanquan Gu

  6235-6242

  2020-04-03

• MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework

  Nguyen Viet Tuan Kiet, Tung Dao, Cong Dao Tran, Huynh Thi Thanh Binh

  37000-37008

  2026-03-14

• 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 Framework for Approval-Based Budgeting Methods

  Nimrod Talmon, Piotr Faliszewski

  2181-2188

  2019-07-17

• Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning

  Qipeng Song, Nan Yang, Ziqi Xu, Yue Li, Wei Shao, Feng Xia

  25545-25553

  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

• A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection

  Fu Wang, Yanghao Zhang, Xiangyu Yin, Guangliang Cheng, Zeyu Fu, Xiaowei Huang, Wenjie Ruan

  7637-7645

  2025-04-11

• A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities

  Mingcheng Li, Dingkang Yang, Yuxuan Lei, Shunli Wang, Shuaibing Wang, Liuzhen Su, Kun Yang, Yuzheng Wang, Mingyang Sun, Lihua Zhang

  10074-10082

  2024-03-24