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• LENS: Learning to Segment Anything with Unified Reinforced Reasoning

  Lianghui Zhu, Bin Ouyang, Yuxuan Zhang, Tianheng Cheng, Rui Hu, Haocheng Shen, Longjin Ran, Xiaoxin Chen, Li Yu, Wenyu Liu, Xinggang Wang

  13952-13960

  2026-03-14

• SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal

  Xiyu Zhu, Wei Wang, Xin Yuan, Xiao Wang

  13988-13996

  2026-03-14

• CapeNext: Rethinking and Refining Dynamic Support Information for Category-Agnostic Pose Estimation

  Yu Zhu, Dan Zeng, Shuiwang Li, Qijun Zhao, Qiaomu Shen, Bo Tang

  13997-14004

  2026-03-14

• SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms

  Yuzhou Zhu, Zheng Zhang, Ruyi Zhang, Liang Zhou

  14014-14021

  2026-03-14

• HouseTune: Two-Stage Floorplan Generation with LLM Assistance

  Ziyang Zong, Guanying Chen, Zhaohuan Zhan, Fengcheng Yu, Guang Tan

  14059-14067

  2026-03-14

• EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding

  Kai Zou, Hongbo Liu, Dian Zheng, Jianxiong Gao, Zhiwei Zhao, Bin Liu

  14068-14076

  2026-03-14

• Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition

  Shihao Zou, Wei Wei, Leyang Xu, Kaihe Xu, Wenfeng Xie

  14077-14085

  2026-03-14

• Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies

  Ji Cheng, Song Lai, Shunyu Yao, Bo Xue

  36636-36644

  2026-03-14

• Proactive Constrained Policy Optimization with Preemptive Penalty

  Ning Yang, Pengyu Wang, Guoqing Liu, Haifeng Zhang, Pin Lyu, Jun Wang

  27583-27591

  2026-03-14

• High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks

  Ming Li, Yujie Fang, Dongrui Shen, Han Feng, Xiaosheng Zhuang, Kelin Xia, Pietro Lio

  23039-23046

  2026-03-14

• Demystifying Foreground-Background Memorization in Diffusion Models

  Jimmy Z. Di, Yiwei Lu, Yaoliang Yu, Gautam Kamath, Adam Dziedzic, Franziska Boenisch

  20763-20771

  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

• 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

• Bridging Optimization and Neural Networks for Efficient Multi-view Clustering

  Huilang Xu, Xiang-Xiang Su, Simin Chen, Guang-Yong Chen, Xing Chen

  16066-16074

  2026-03-14

• IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection

  Yang Xu, Yixiao Ma, Kaifeng Zhang, Zuliang Yang, Kai Ming Ting

  16075-16082

  2026-03-14

• A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization

  Binhan Yang, Wei Shen, Han Tian

  16091-16100

  2026-03-14

• 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