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• Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation

  Wencai Ye, Mingjie Sun, Shuhang Chen, Wenjin Wu, Peng Jiang

  16154-16162

  2026-03-14

• FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates

  Zhenqiang Ye, Jinjie Lu, Tianlong Gu, Fengrui Hao, Xuemin Wang

  16163-16171

  2026-03-14

• NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning

  Ming Yin, Zongsheng Cao, Qiqing Xia, Chenyang Tu, Neng Gao

  16172-16180

  2026-03-14

• Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning

  En Yu, Jie Lu, Kun Wang, Xiaoyu Yang, Guangquan Zhang

  16199-16207

  2026-03-14

• Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation

  Dong Zhang, Lin Li, Ming Li, Amran Bhuiyan, Meng Sun, Xiaohui Tao, Jimmy Huang

  16253-16261

  2026-03-14

• 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

• MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization

  Jian Zhang, Zhangqi Wang, Haiping Zhu, Kangda Cheng, Kai He, Bo Li, Qika Lin, Jun Liu, Erik Cambria

  16307-16315

  2026-03-14

• MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning

  Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Fangzhi Xu, Qika Lin, Lingling Zhang, Rui Mao, Erik Cambria, Jun Liu

  16316-16324

  2026-03-14

• Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure

  Jingmao Zhang, Zhiting Zhao, Yunqi Lin, Jianghong Ma, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang

  16325-16333

  2026-03-14

• Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data

  Wei Zhang, Siyu Yi, Lezhi Chen, Yifan Wang, Ziyue Qiao, Yongdao Zhou, Wei Ju

  16352-16360

  2026-03-14

• Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision

  Yimei Zhang, Guojiang Shen, Kaili Ning, Tongwei Ren, Xuebo Qiu, Mengmeng Wang, Xiangjie Kong

  16397-16405

  2026-03-14

• ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition

  Yuan Yuan, Zhitong Xiong, Qi Wang

  9176-9184

  2019-07-17

• Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables

  Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui

  6786-6793

  2019-07-17

• InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck

  Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu

  29731-29739

  2026-03-14

• PanoNav: Mapless Zero-Shot Object Navigation with Panoramic Scene Parsing and Dynamic Memory

  Qunchao Jin, Yilin Wu, Changhao Chen

  18351-18359

  2026-03-14

• PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation

  Ankit Kanwar, Hartej Soin, Abhinav Barnawal, Mudit Chopra, Harshil Vagadia, Tamajit Banerjee, Shreshth Tuli, Rohan Paul, Souvik Chakraborty

  18360-18369

  2026-03-14

• Lightweight Adaptive Topological Layout and Semantic Mapping in Vision-and-Language Navigation on Websites

  Pingrui Lai, Zihao Xie, Hua Yang

  18370-18378

  2026-03-14

• SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation

  Wei Li, Renshan Zhang, Rui Shao, Zhijian Fang, Kaiwen Zhou, Zhuotao Tian, Liqiang Nie

  18397-18405

  2026-03-14

• Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation

  Tzu-Jung Lin, Jia-Fong Yeh, Hung-Ting Su, Chung-Yi Lin, Yi-Ting Chen, Winston H. Hsu

  18443-18451

  2026-03-14

• DNOI-4DRO: Deep 4D Radar Odometry with Differentiable Neural-Optimization Iterations

  Shouyi Lu, Huanyu Zhou, Guirong Zhuo, Xiao Tang

  18487-18495

  2026-03-14

• UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories

  Yanghong Mei, Yirong Yang, Longteng Guo, Qunbo Wang, Ming-Ming Yu, Xingjian He, Wenjun Wu, Jing Liu

  18505-18513

  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

• FARM: Frame-Accelerated Augmentation and Residual Mixture-of-Experts for Physics-Based High-Dynamic Humanoid Control

  Jing Tan, Shiting Chen, Yangfan Li, Weisheng Xu, Renjing Xu

  18575-18583

  2026-03-14

• ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks

  Kaijun Wang, Liqin Lu, Mingyu Liu, Jianuo Jiang, Zeju Li, Bolin Zhang, Wancai Zheng, Xinyi Yu, Hao Chen, Chunhua Shen

  18602-18610

  2026-03-14

• Lifelong Language-Conditioned Robotic Manipulation Learning

  Xudong Wang, Zebin Han, Zhiyu Liu, Gan Li, Jiahua Dong, Baichen Liu, Lianqing Liu, Zhi Han

  18629-18637

  2026-03-14