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• 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

• A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation

  Shiyu Tian, Shuyue Xing, Xingrui Li, Yangyang Luo, Caixia Yuan, Wei Chen, Huixing Jiang, Xiaojie Wang

  25291-25299

  2025-04-11

• AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment

  Ruibo Deng, Duanyu Feng, Wenqiang Lei

  37341-37349

  2026-03-14

• Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment

  Bowen Zhao, Chen Chen, Qian-Wei Wang, Anfeng He, Shu-Tao Xia

  3561-3569

  2023-06-26

• DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation

  Fan Zhang, Jinpeng Chen, Tao Wang, Huan Li, Senzhang Wang, Feifei Kou, Ye Ji, Kaimin Wei, Zhenye Yang

  16262-16270

  2026-03-14

• FedPKDA: Personalized Federated Learning with Privacy-Preserving Knowledge Dynamic Alignment

  Moxuan Zeng, Wenxuan Tu, Yuanyi Chen, Yiying Wang, Miao Yu, Xiangyan Tang, Jieren Cheng

  28113-28121

  2026-03-14

• Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation

  Guanzhong Zeng, Jingjing Wang, Zefu Xu, Pengwei Yin, Wenqi Ren, Di Xie, Jiang Zhu

  9780-9788

  2025-04-11

• Competition, Alignment, and Equilibria in Digital Marketplaces

  Meena Jagadeesan, Michael I. Jordan, Nika Haghtalab

  5689-5696

  2023-06-26

• ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering

  Yakun Song, Zhuo Chen, Xiaofei Wang, Ziyang Ma, Xie Chen

  25174-25182

  2025-04-11

• TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition

  Shuyuan Li, Huabin Liu, Rui Qian, Yuxi Li, John See, Mengjuan Fei, Xiaoyuan Yu, Weiyao Lin

  1404-1411

  2022-06-28

• Multi-Level Cross-Modal Alignment for Image Clustering

  Liping Qiu, Qin Zhang, Xiaojun Chen, Shaotian Cai

  14695-14703

  2024-03-24

• Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment

  Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Xin Zhao, Zongyuan Ge

  623-631

  2023-06-26

• Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels

  Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Maric

  2014-06-21

• Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions

  Xiaoyun Zhang, Zhengyue Zhao, Wenxuan Shi, Kaidi Xu, Di Huang, Xing Hu

  34827-34835

  2026-03-14

• Balanced Open Set Domain Adaptation via Centroid Alignment

  Mengmeng Jing, Jingjing Li, Lei Zhu, Zhengming Ding, Ke Lu, Yang Yang

  8013-8020

  2021-05-18

• DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment

  Gaofeng Liu, Zhiyuan Ma, Tao Fang

  5424-5432

  2025-04-11

• Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition

  Siteng Huang, Min Zhang, Yachen Kang, Donglin Wang

  7840-7847

  2021-05-18

• XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning

  Pritam Sarkar, Ali Etemad

  14875-14885

  2024-03-24

• GlobalTrait: Personality Alignment of Multilingual Word Embeddings

  Farhad Bin Siddique, Dario Bertero, Pascale Fung

  7015-7022

  2019-07-17

• SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces

  Ruiheng Liu, Xiaobing Chen, Jinyu Zhang, Qiongwen Zhang, Yu Zhang, Bailong Yang

  32123-32131

  2026-03-14

• EA-VAE: Learning to Reconstruct Dysarthric Speech via Variational Autoencoder with Encoding Alignment

  Daipeng Zhang, Wenhuan Lu, Xianghu Yue, Hongcheng Zhang, Jianguo Wei

  34656-34664

  2026-03-14

• Dual Distribution Alignment Network for Generalizable Person Re-Identification

  Peixian Chen, Pingyang Dai, Jianzhuang Liu, Feng Zheng, Mingliang Xu, Qi Tian, Rongrong Ji

  1054-1062

  2021-05-18

• Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment

  Mengying Fu, Tianning Yuan, Fang Wan, Songcen Xu, Qixiang Ye

  7466-7473

  2021-05-18

• MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment

  Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao

  32132-32140

  2026-03-14

• Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities

  Yiyun Zhou, Mingjing Xu, Jingwei Shi, Quanjiang Li, Jingyuan Chen

  18864-18872

  2026-03-14