Luan, Jian

14 publications

ICLR 2026 FutureMind: Equipping Small Language Models with Strategic Thinking-Pattern Priors via Adaptive Knowledge Distillation Shaoxiong Yang, Junting Li, Mengyuan Zhang, Chao Li, Wei Liu, Jian Luan

ICLR 2026 GUI-Shift: Enhancing VLM-Based GUI Agents Through Self-Supervised Reinforcement Learning Longxi Gao, Li Zhang, Pengzhi Gao, Wei Liu, Jian Luan, Mengwei Xu

ICLR 2026 MobiEdit: Resource-Efficient Knowledge Editing for Personalized On-Device LLMs Zhenyan Lu, Daliang Xu, Dongqi Cai, Zexi Li, Wei Liu, Jian Luan, Fangming Liu, Shangguang Wang, Mengwei Xu

ICLR 2026 MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning Kun Huang, Weikai Xu, Yuxuan Liu, Quandong Wang, Pengzhi Gao, Wei Liu, Jian Luan, Bin Wang, Bo An

ICLR 2026 SMAN-Bench: A Cross-System Benchmark for Mobile Agents Under Single- and Multi-Path, Ambiguous, and Noisy Tasks Weikai Xu, Zhizheng Jiang, Yuxuan Liu, Pengzhi Gao, Wei Liu, Jian Luan, Yunxin Liu, Yuanchun Li, Bin Wang, Bo An

ICLR 2026 Shuffle-R1: Efficient RL Framework for Multimodal Large Language Models via Data-Centric Dynamic Shuffle Linghao Zhu, Yiran Guan, Dingkang Liang, Jianzhong Ju, Zhenbo Luo, Bin Qin, Jian Luan, Yuliang Liu, Xiang Bai

ICLR 2026 ThinkOmni: Lifting Textual Reasoning to Omni-Modal Scenarios via Guidance Decoding Yiran Guan, Sifan Tu, Dingkang Liang, Linghao Zhu, Jianzhong Ju, Zhenbo Luo, Jian Luan, Yuliang Liu, Xiang Bai

NeurIPS 2025 BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent Shaojie Zhang, Ruoceng Zhang, Pei Fu, Shaokang Wang, Jiahui Yang, Xin Du, ShiqiCui, Bin Qin, Ying Huang, Zhenbo Luo, Jian Luan

ICCV 2025 Q-Frame: Query-Aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs Shaojie Zhang, Jiahui Yang, Jianqin Yin, Zhenbo Luo, Jian Luan

AAAI 2025 Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology Xiaolin Hu, Zixuan Gong, Gengze Xu, Wei Liu, Jian Luan, Bin Wang, Yong Liu

IJCAI 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization Xinhao Yao, Hongjin Qian, Xiaolin Hu, Gengze Xu, Wei Liu, Jian Luan, Bin Wang, Yong Liu

NeurIPS 2025 Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains Wenhui Tan, Jiaze Li, Jianzhong Ju, Zhenbo Luo, Ruihua Song, Jian Luan

NeurIPS 2025 Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding Ye Wang, Ziheng Wang, Boshen Xu, Yang Du, Kejun Lin, Zihan Xiao, Zihao Yue, Jianzhong Ju, Liang Zhang, Dingyi Yang, Xiangnan Fang, Zewen He, Zhenbo Luo, Wenxuan Wang, Junqi Lin, Jian Luan, Qin Jin

AAAI 2023 BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in Conversation Xiangyu Qin, Zhiyu Wu, Tingting Zhang, Yanran Li, Jian Luan, Bin Wang, Li Wang, Jinshi Cui