Wei Liu

Xiaomi, Beijing, China

31 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0009-4327-1920 ↗

Venues

ACL ×17 EMNLP ×6 NAACL ×2 AAAI ×1 ECAI ×1 IJCAI ×1 SIGKDD ×1 WSDM ×1 WWW ×1

Frequent coauthors

Jian Luan

×31

Bin Wang

×15

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

Hongda Sun

×3

Papers

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
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
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
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
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
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
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
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
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
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