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• GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

  Xinghe Cheng, Zihan Zhang, Jiapu Wang, Liangda Fang, Chaobo He, Quanlong Guan, Shirui Pan, Weiqi Luo

  14610-14620

  2026-03-14

• OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion

  Xian Guo, Ben Chen, Siyuan Wang, Ying Yang, Mingyue Cheng, Chenyi Lei, Yuqing Ding, Han Li

  14774-14782

  2026-03-14

• RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation

  Min Hou, Chenxi Bai, Le Wu, Hao Liu, Kai Zhang, Weiwen Liu, Richang Hong, Ruiming Tang, Meng Wang

  14838-14847

  2026-03-14

• Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment

  Di Jin, Haotian Zhao, Xiaobao Wang, Fengyu Yan, Dongxiao He

  14973-14981

  2026-03-14

• AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization

  Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang

  15234-15242

  2026-03-14

• Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering

  Jilong Liu, Pengyang Shao, Wei Qin, Fei Liu, Yonghui Yang, Richang Hong

  15333-15341

  2026-03-14

• MACRec: A Multi-View Subspace Alignment Framework for Contrastive Sampling Calibration in Recommendation

  Junping Liu, Mingchao Yu, Xinrong Hu, Rui Yan, Wanqing Li, Jie Yang, Yi Guo

  15342-15350

  2026-03-14

• A Novel Fine-Tuned CLIP-OOD Detection Method with Double Loss Constraint Through Optimal Transport Semantic Alignment

  Hengyang Lu, Xin Guo, Shuai Feng, Wenyu Jiang, Yuntao Du, Chang Xia, Chenyou Fan

  15448-15456

  2026-03-14

• Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob

  Yun Lu, Xiaoyu Shi, Hong Xie, Chongjun Xia, Zhenhui Gong, Mingsheng Shang

  15475-15482

  2026-03-14

• Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment

  Yanzhe Xie, Li Huang, Qiang Gao, Xueqin Chen, Fan Zhou, Kunpeng Zhang

  16031-16039

  2026-03-14

• Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval

  Yingyi Zhang, Pengyue Jia, Derong Xu, Yi Wen, Xianneng Li, Yichao Wang, Wenlin Zhang, Xiaopeng Li, Weinan Gan, Huifeng Guo, Yong Liu, Xiangyu Zhao

  16406-16414

  2026-03-14

• Pacing Equilibria in Second-Price Auctions with Few Buyers

  Yonglei Yan, Zihe Wang, Zhengyang Liu

  17302-17309

  2026-03-14

• BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization

  Yinghui Pan, Shuaijie Zhao, Shenbao Yu, Zongyang Liu, Yifeng Zeng, Han Liu, Mingwei Lin

  17644-17651

  2026-03-14

• ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models

  Zirui Song, Guangxian Ouyang, Mingzhe Li, Yuheng Ji, Chenxi Wang, Zixiang Xu, Zeyu Zhang, Xiaoqing Zhang, Qian Jiang, Fengxian Ji, Zhenhao Chen, Zhongzhi Li, Xiuying Chen

  18558-18566

  2026-03-14

• Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation

  Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen

  18845-18854

  2026-03-14

• Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence

  Václav Kůla, Qipeng Kuang, Yuyi Wang, Yuanhong Wang, Ondřej Kuželka

  19198-19207

  2026-03-14

• EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers

  Wenwen Liao, Hang Ruan, Jianbo Yu, Bing Song, Yuansong Wang, Xiaofeng Yang

  23478-23486

  2026-03-14

• An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints

  Chao Bian, Chao Feng, Chao Qian, Yang Yu

  3267-3274

  2020-04-03

• Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure

  Ruiyi Fang, Shuo Wang, Ruizhi Pu, QIUHAO Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang

  21047-21055

  2026-03-14

• Visual Bridge: Universal Visual Perception Representations Generating

  Yilin Gao, Shuguang Dou, Junzhou Li, Zhiheng Yu, Yin Li, Dongsheng Jiang, Shugong Xu

  21234-21242

  2026-03-14

• 4D Point Cloud Segmentation via Active Test-Time Adaptation

  Mingrong Gong, Chaoqi Chen, Luyao Tang, Yuxi Wang, Sergio Escalera

  21315-21323

  2026-03-14

• Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning

  Lingfeng He, De Cheng, Di Xu, Huaijie Wang, Nannan Wang

  21645-21653

  2026-03-14

• PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery

  Ju Jia, Jiansen Song, Jingxuan Yu, Jiabao Guo, Xiaoshuang Jia, Di Wu, Yali Yuan, Guang Cheng

  22247-22255

  2026-03-14

• Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models

  Yifan Jia, Yuntao Du, Kailin Jiang, Yuyang Liang, Qihan Ren, Yi Xin, Rui Yang, Fenze Feng, MingCai Chen, Hengyang Lu, Haozhe Wang, Xiaoye Qu, Qian Li, Dongrui Liu

  22283-22291

  2026-03-14

• A Causal Target for Learning to Defer Under Hidden Confounding

  Yanmin Li, Lihua Liu, Xin Wang, Zhilong Mao, Jibing Wu, Weidong Bao

  23248-23255

  2026-03-14