Jian Luan

Xiaomi, Inc

43 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2383-226X ↗Homepage ↗

Venues

ACL ×18 EMNLP ×6 InterSpeech ×5 NeurIPS ×3 AAAI ×2 NAACL ×2 ECAI ×1 ICCV ×1 IJCAI ×1 SIGKDD ×1 UbiComp/ISWC ×1 WSDM ×1 WWW ×1

Frequent coauthors

Wei Liu

×31

Bin Wang

×15

Zhenbo Luo

×6

Qinzhuo Wu

×6

Pengzhi Gao

×6

Rui Yan

×5

Shuo Shang

×4

Renren Jin

×3

Wuwei Huang

×3

Deyi Xiong

×3

Zheng Lin

×3

Weiping Wang

×3

Papers

AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control
AAAI 2026 ·
Xinyue Guo
,
Xiaoran Yang
,
Lipan Zhang
,
Jianxuan Yang
,
Zhao Wang
, Jian Luan
Attention Basin: Why Contextual Position Matters in Large Language Models
ACL 2026 ·
Zihao Yi
,
Zhenqing Ling
,
Delong Zeng
,
Haohao Luo
,
Zhe Xu
,
Wei Liu
, Jian Luan,
Wanxia Cao
,
Ying Shen
C2-Cite: Contextual-Aware Citation Generation for Attributed Large Language Models
WSDM 2026 ·
Yue Yu
,
Ting Bai
,
Hengzhi Lan
,
Li Qian
,
Li Peng
,
Jie Wu
,
Wei Liu
, Jian Luan,
Chuan Shi
Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
ACL 2026 ·
Yuanlei Zheng
,
Pei Fu
,
Hang Li
,
Ziyang Wang
,
Yuyi Zhang
,
Wenyu Ruan
,
Xiaojin Zhang
,
Zhongyu Wei
,
Zhenbo Luo
, Jian Luan,
Wei Chen
,
Xiang Bai
End-to-End Optimization of LLM-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning
ACL 2026 ·
Guanzhong Chen
,
Shaoxiong Yang
,
Chao Li
,
Wei Liu
, Jian Luan,
Zenglin Xu
MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment
ACL 2026 ·
Qinzhuo Wu
,
Zhizhuo Yang
,
Hanhao Li
,
Pengzhi Gao
,
Wei Liu
, Jian Luan
Revisiting Entropy in Reinforcement Learning for Large Reasoning Models
ACL 2026 ·
Renren Jin
,
Pengzhi Gao
,
Yuqi Ren
,
Zhuowen Han
,
Tongxuan Zhang
,
Wuwei Huang
,
Wei Liu
, Jian Luan,
Deyi Xiong
STEP: Success-Rate-Aware Trajectory-Efficient Policy Optimization
ACL 2026 ·
Yuhan Chen
,
Yuxuan Liu
,
Long Zhang
,
Pengzhi Gao
, Jian Luan,
Wei Liu
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
ACL 2026 ·
Dingyu Yao
,
Chenxu Yang
,
Zhengyang Tong
,
Zheng Lin
,
Wei Liu
, Jian Luan,
Weiping Wang
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
NeurIPS 2025 ·
Shaojie Zhang
,
Ruoceng Zhang
,
Pei Fu
,
Shaokang Wang
,
Jiahui Yang
,
Xin Du
,
Shiqi Cui
,
Bin Qin
,
Ying Huang
,
Zhenbo Luo
, Jian Luan
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
EMNLP 2025 ·
Qinzhuo Wu
,
Pengzhi Gao
,
Wei Liu
, Jian Luan
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking
ACL 2025 ·
Haohao Luo
,
Jiayi Kuang
,
Wei Liu
,
Ying Shen
, Jian Luan,
Yang Deng
Demystifying Small Language Models for Edge Deployment
ACL 2025 ·
Zhenyan Lu
,
Xiang Li
,
Dongqi Cai
,
Rongjie Yi
,
Fangming Liu
,
Wei Liu
, Jian Luan,
Xiwen Zhang
,
Nicholas D. Lane
,
Mengwei Xu
Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
InterSpeech 2025 ·
Xingwei Sun
,
Heinrich Dinkel
,
Yadong Niu
,
Linzhang Wang
,
Junbo Zhang
, Jian Luan
GLCLAP: A Novel Contrastive Learning Pre-trained Model for Contextual Biasing in ASR
InterSpeech 2025 ·
Yuxiang Kong
,
Fan Cui
,
Liyong Guo
,
Heinrich Dinkel
,
Lichun Fan
,
Junbo Zhang
, Jian Luan
Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process
ACL 2025 ·
Wenxuan Lu
,
Wei Liu
, Jian Luan,
Bin Wang
,
Songhao Jiang
,
Tianning Zang
HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation
ACL 2025 ·
Yuhan Chen
,
Ang Lv
, Jian Luan,
Bin Wang
,
Wei Liu
Let Your Car Listen to Your Respiration Contactlessly with Ubiquitous Acoustic Signals
UbiComp/ISWC 2025 ·
Kai Niu
,
Miao Hu
,
Yalan Jiang
,
Duming Cao
,
Si Cheng
,
Tianben Wang
,
Zhenbo Luo
, Jian Luan
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition
EMNLP 2025 ·
Xinkui Lin
,
Yuhui Zhang
,
Yongxiu Xu
,
Kun Huang
,
Hongzhang Mu
,
Yubin Wang
,
Gaopeng Gou
,
Li Qian
,
Li Peng
,
Wei Liu
, Jian Luan,
Hongbo Xu
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions
SIGKDD 2025 ·
Yuxuan Liu
,
Hongda Sun
,
Wei Liu
, Jian Luan,
Bo Du
,
Rui Yan
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
ACL 2025 ·
Xiaoqing Zhang
,
Ang Lv
,
Yuhan Liu
,
Flood Sung
,
Wei Liu
, Jian Luan,
Shuo Shang
,
Xiuying Chen
,
Rui Yan
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
NAACL 2025 ·
Menglong Cui
,
Pengzhi Gao
,
Wei Liu
, Jian Luan,
Bin Wang
Optimize Quantization for Large Language Models via Progressive Training
WWW 2025 ·
Jiangcun Du
,
Renren Jin
,
Wuwei Huang
,
Wei Liu
, Jian Luan,
Deyi Xiong
Q-Frame: Query-Aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs
ICCV 2025 ·
Shaojie Zhang
,
Jiahui Yang
,
Jianqin Yin
,
Zhenbo Luo
, Jian Luan
ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation
NAACL 2025 ·
Qinzhuo Wu
,
Wei Liu
, Jian Luan,
Bin Wang
SPO: Self Preference Optimization with Self Regularization
EMNLP 2025 ·
Yuhao Sun
,
Yifan Zhang
,
Quandong Wang
,
Qinzhuo Wu
,
Wei Liu
, Jian Luan
Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology
AAAI 2025 ·
Xiaolin Hu
,
Zixuan Gong
,
Gengze Xu
,
Wei Liu
, Jian Luan,
Bin Wang
,
Yong Liu
StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion
InterSpeech 2025 ·
Fengjin Li
,
Jie Wang
,
Yadong Niu
,
Yongqing Wang
,
Meng Meng
, Jian Luan,
Zhiyong Wu
TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization
ACL 2025 ·
Dingyu Yao
,
Bowen Shen
,
Zheng Lin
,
Wei Liu
, Jian Luan,
Bin Wang
,
Weiping Wang
Text-Enhanced Audio Encoder for Large Language Model based Speech Recognition via Cross-Modality Pre-training with Unpaired Audio-Text Data
InterSpeech 2025 ·
Hang Su
,
Yuxiang Kong
,
Lichun Fan
, Jian Luan
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
IJCAI 2025 ·
Xinhao Yao
,
Hongjin Qian
,
Xiaolin Hu
,
Gengze Xu
,
Wei Liu
, Jian Luan,
Bin Wang
,
Yong Liu
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
NeurIPS 2025 ·
Wenhui Tan
,
Jiaze Li
,
Jianzhong Ju
,
Zhenbo Luo
,
Ruihua Song
, Jian Luan
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
NeurIPS 2025 ·
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
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
ACL 2025 ·
Juntian Zhang
,
Chuanqi Cheng
,
Yuhan Liu
,
Wei Liu
, Jian Luan,
Rui Yan
X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance
InterSpeech 2025 ·
Junbo Zhang
,
Heinrich Dinkel
,
Yadong Niu
,
Chenyu Liu
,
Si Cheng
,
Anbei Zhao
, Jian Luan
A Comprehensive Evaluation of Quantization Strategies for Large Language Models
ACL 2024 ·
Renren Jin
,
Jiangcun Du
,
Wuwei Huang
,
Wei Liu
, Jian Luan,
Bin Wang
,
Deyi Xiong
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
ACL 2024 ·
Hongda Sun
,
Weikai Xu
,
Wei Liu
, Jian Luan,
Bin Wang
,
Shuo Shang
,
Ji-Rong Wen
,
Rui Yan
Mixture of Diverse Size Experts
EMNLP 2024 ·
Manxi Sun
,
Wei Liu
, Jian Luan,
Pengzhi Gao
,
Bin Wang
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
ACL 2024 ·
Shihan Deng
,
Weikai Xu
,
Hongda Sun
,
Wei Liu
,
Tao Tan
,
Jianfeng Liu
,
Ang Li
, Jian Luan,
Bin Wang
,
Rui Yan
,
Shuo Shang
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding
EMNLP 2024 ·
Qinzhuo Wu
,
Weikai Xu
,
Wei Liu
,
Tao Tan
,
Jianfeng Liu
,
Ang Li
, Jian Luan,
Bin Wang
,
Shuo Shang
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations
ACL 2024 ·
Bowen Shen
,
Zheng Lin
,
Daren Zha
,
Wei Liu
, Jian Luan,
Bin Wang
,
Weiping Wang
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM
ECAI 2024 ·
Quandong Wang
,
Yuxuan Yuan
,
Xiaoyu Yang
,
Ruike Zhang
,
Kang Zhao
,
Wei Liu
, Jian Luan,
Daniel Povey
,
Bin Wang
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback
EMNLP 2024 ·
Qinzhuo Wu
,
Wei Liu
, Jian Luan,
Bin Wang