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• Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation

  Hanrui Chen, Liqi Yan, Qifan Wang, Jianhui Zhang, Fangli Guan, Pan Li

  1721-1729

  2026-03-14

• LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models

  Long Chen, Xiaotian Song, Yanan Sun

  1730-1738

  2026-03-14

• VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning

  Siran Chen, Boyu Chen, Yuxiao Luo, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang

  1739-1747

  2026-03-14

• Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning

  Zhuang Chen, Guanqun Bi, Wen Zhang, Jiawei Hu, Aoyun Wang, Xiyao Xiao, Kun Feng, Minlie Huang

  1748-1756

  2026-03-14

• A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents

  Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas

  1757-1765

  2026-03-14

• NL2CA: Auto-formalizing Cognitive Decision-Making from Natural Language Using an Unsupervised CriticNL2LTL Framework

  Zihao Deng, Yijia Li, Renrui Zhang, Peijun Ye

  1766-1773

  2026-03-14

• SyncBrain: Exploring Brain Functional Dynamics Through Neural Oscillatory Synchronization

  Jiaqi Ding, Tingting Dan, Zhixuan Zhou, Guorong Wu

  1774-1782

  2026-03-14

• Advancing Multimodal Teacher Sentiment Analysis: The Large-Scale T-MED Dataset & the Effective AAM-TSA Model

  Zhiyi Duan, Xiangren Wang, Hongyu Yuan, QianLi Xing

  1783-1791

  2026-03-14

• U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks

  Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu

  1792-1800

  2026-03-14

• Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection

  Changzeng Fu, Shiwen Zhao, Yunze Zhang, Zhongquan Jian, Shiqi Zhao, Chaoran Liu

  1801-1809

  2026-03-14

• CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models

  Ping Guo, Qingfu Zhang, Xi Lin

  1810-1818

  2026-03-14

• MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue

  Yuanyuan He, Guotai Huang, Wei Li, Jiali You, Jiawen Deng, Fuji Ren

  1819-1827

  2026-03-14

• Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos

  Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu

  1828-1836

  2026-03-14

• Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs

  Zhejing Hu, Yan Liu, Zhi Zhang, Aiwei Zhang, Sheng-hua Zhong, Bruce X.B. Yu, Gong Chen

  1837-1845

  2026-03-14

• Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning

  Jiayuan Huang, Runlong He, Danyal Zaman Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani Marcus, Linzhe Jiang, Matthew John Clarkson, Mobarak I. Hoque

  1846-1854

  2026-03-14

• DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks

  Jiaqiang Jiang, Wenfeng Xu, Jing Fan, Rui Yan

  1855-1863

  2026-03-14

• MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization

  Runhao Jiang, Chengzhi Jiang, Rui Yan, Huajin Tang

  1864-1872

  2026-03-14

• Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition

  Xiangyu Kong, Hengde Zhu, Haoqin Sun, Zhihao Guo, Jiayan Gu, Xinyi Ni, Wei Zhang, Shizhe Liu, Siyang Song

  1873-1881

  2026-03-14

• MASP: Multi-Aspect Guided Emotion Reasoning with Soft Prompt Tuning In Vision-Language Models

  SangEun Lee, Yubeen Lee, Eunil Park, Wonseok Chae

  1882-1890

  2026-03-14

• AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments

  Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Jiaman He, Thomas Plötz

  1891-1899

  2026-03-14

• ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction

  Pengze Li, Jiaqi Liu, Junchi Yu, Lihao Liu, Mingyu Ding, Wanli Ouyang, Shixiang Tang, Xi Chen

  1900-1908

  2026-03-14

• DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications

  Weibin Li, Wendu Li, Quanying Liu

  1909-1917

  2026-03-14

• MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation

  Xiangdong Li, Ye Lou, Ao Gao, Wei Zhang, Siyang Song

  1918-1927

  2026-03-14

• Explainable Depression Assessment from Face Videos by Weakly Supervised Learning

  Rongfan Liao, Xiangyu Kong, Shiqing Tang, Lang He, Changzeng Fu, Weicheng Xie, Xiaofeng Liu, Lu Liu, Siyang Song

  1928-1936

  2026-03-14

• HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference

  Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang

  1937-1945

  2026-03-14