Wei Liu

59 papers A* 3A 2B 1Journal 33Unranked 20
YearRankTypeTitle / Venue / Authors
2026 A conf
C
WSDM
Yue Yu, Ting Bai, HengZhi Lan, Li Qian, Li Peng, Jie Wu, Wei Liu, Jian Luan, Chuan Shi
2026 J jnl
C
CoRR
Yue Yu, Ting Bai, HengZhi Lan, Li Qian, Li Peng, Jie Wu, Wei Liu, Jian Luan, Chuan Shi
2026 J jnl
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning.
CoRR
Yuxuan Liu, Weikai Xu, Kun Huang, Changyu Chen, Jiankun Zhao, Pengzhi Gao, Wei Liu, Jian Luan, Shuo Shang, Bo Du, Ji-Rong Wen, Rui Yan
2026 J jnl
R^3: Replay, Reflection, and Ranking Rewards for LLM Reinforcement Learning.
CoRR
Zhizheng Jiang, Kang Zhao, Weikai Xu, Xinkui Lin, Wei Liu, Jian Luan, Shuo Shang, Peng Han
2025 J jnl
Attention Basin: Why Contextual Position Matters in Large Language Models.
CoRR
Zihao Yi, Delong Zeng, Zhenqing Ling, Haohao Luo, Zhe Xu, Wei Liu, Jian Luan, Wanxia Cao, Ying Shen
2025 J jnl
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism.
CoRR
Qinzhuo Wu, Pengzhi Gao, Wei Liu, Jian Luan
2025 — conf
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking.
ACL (1)
Haohao Luo, Jiayi Kuang, Wei Liu, Ying Shen, Jian Luan, Yang Deng
2025 — conf
DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models.
PAKDD (5)
Xiaolin Hu, Xiang Cheng, Peiyu Liu, Wei Liu, Jian Luan, Bin Wang, Yong Liu
2025 J jnl
Enhance Mobile Agents Thinking Process Via Iterative Preference Learning.
CoRR
Kun Huang, Weikai Xu, Yuxuan Liu, Quandong Wang, Pengzhi Gao, Wei Liu, Jian Luan, Bin Wang, Bo An
2025 — conf
Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process.
ACL (1)
Wenxuan Lu, Wei Liu, Jian Luan, Bin Wang, Songhao Jiang, Tianning Zang
2025 J jnl
Heterogeneous Group-Based Reinforcement Learning for LLM-based Multi-Agent Systems.
CoRR
Guanzhong Chen, Shaoxiong Yang, Chao Li, Wei Liu, Jian Luan, Zenglin Xu
2025 J jnl
Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties.
CoRR
Guohong Liu, Jialei Ye, Jiacheng Liu, Yuanchun Li, Wei Liu, Pengzhi Gao, Jian Luan, Yunxin Liu
2025 — conf
HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation.
ACL (1)
Yuhan Chen, Ang Lv, Jian Luan, Bin Wang, Wei Liu
2025 — conf
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models.
ICKG
Weijie Chen, Ting Bai, Jinbo Su, Jian Luan, Wei Liu, Chuan Shi
2025 J jnl
LightSearcher: Efficient DeepSearch via Experiential Memory.
CoRR
HengZhi Lan, Yue Yu, Li Qian, Li Peng, Jie Wu, Wei Liu, Jian Luan, Ting Bai
2025 J jnl
Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents.
CoRR
Weikai Xu, Zhizheng Jiang, Yuxuan Liu, Pengzhi Gao, Wei Liu, Jian Luan, Yuanchun Li, Yunxin Liu, Bin Wang, Bo An
2025 — conf
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions.
KDD (1)
Yuxuan Liu, Hongda Sun, Wei Liu, Jian Luan, Bo Du, Rui Yan
2025 J jnl
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions.
CoRR
Yuxuan Liu, Hongda Sun, Wei Liu, Jian Luan, Bo Du, Rui Yan
2025 — conf
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives.
ACL (1)
Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Jian Luan, Shuo Shang, Xiuying Chen, Rui Yan
2025 — conf
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study.
NAACL (Long Papers)
Menglong Cui, Pengzhi Gao, Wei Liu, Jian Luan, Bin Wang
2025 J jnl
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study.
CoRR
Menglong Cui, Pengzhi Gao, Wei Liu, Jian Luan, Bin Wang
2025 — conf
Optimize Quantization for Large Language Models via Progressive Training.
WWW (Companion Volume)
Jiangcun Du, Renren Jin, Wuwei Huang, Wei Liu, Jian Luan, Deyi Xiong
2025 B conf
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning.
COLING
Qibin Wang, Xiaolin Hu, Weikai Xu, Wei Liu, Jian Luan, Bin Wang
2025 — conf
ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation.
NAACL (Long Papers)
Qinzhuo Wu, Wei Liu, Jian Luan, Bin Wang
2025 J jnl
ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation.
CoRR
Qinzhuo Wu, Wei Liu, Jian Luan, Bin Wang
2025 J jnl
STEP: Success-Rate-Aware Trajectory-Efficient Policy Optimization.
CoRR
Yuhan Chen, Yuxuan Liu, Long Zhang, Pengzhi Gao, Jian Luan, Wei Liu
2025 A* conf
Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology.
AAAI
Xiaolin Hu, Zixuan Gong, Gengze Xu, Wei Liu, Jian Luan, Bin Wang, Yong Liu
2025 J jnl
TaP: A Taxonomy-Guided Framework for Automated and Scalable Preference Data Generation.
CoRR
Renren Jin, Tianhao Shen, Xinwei Wu, Dan Shi, Haoran Sun, Wuwei Huang, Quandong Wang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong
2025 — conf
TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization.
ACL (Findings)
Dingyu Yao, Bowen Shen, Zheng Lin, Wei Liu, Jian Luan, Bin Wang, Weiping Wang
2025 J jnl
TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization.
CoRR
Dingyu Yao, Bowen Shen, Zheng Lin, Wei Liu, Jian Luan, Bin Wang, Weiping Wang
2025 A* conf
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization.
IJCAI
Xinhao Yao, Hongjin Qian, Xiaolin Hu, Gengze Xu, Wei Liu, Jian Luan, Bin Wang, Yong Liu
2025 J jnl
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization.
CoRR
Dingyu Yao, Chenxu Yang, Zhengyang Tong, Zheng Lin, Wei Liu, Jian Luan, Weiping Wang
2025 — conf
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains.
ACL (1)
Juntian Zhang, Chuanqi Cheng, Yuhan Liu, Wei Liu, Jian Luan, Rui Yan
2025 J jnl
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains.
CoRR
Juntian Zhang, Chuanqi Cheng, Yuhan Liu, Wei Liu, Jian Luan, Rui Yan
2024 — conf
A Comprehensive Evaluation of Quantization Strategies for Large Language Models.
ACL (Findings)
Renren Jin, Jiangcun Du, Wuwei Huang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong
2024 J jnl
A Comprehensive Evaluation of Quantization Strategies for Large Language Models.
CoRR
Renren Jin, Jiangcun Du, Wuwei Huang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong
2024 — conf
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy.
ACL (1)
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2024 J jnl
DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models.
CoRR
Xiaolin Hu, Xiang Cheng, Peiyu Liu, Wei Liu, Jian Luan, Bin Wang, Yong Liu
2024 J jnl
HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation.
CoRR
Yuhan Chen, Ang Lv, Jian Luan, Bin Wang, Wei Liu
2024 J jnl
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models.
CoRR
Weijie Chen, Ting Bai, Jinbo Su, Jian Luan, Wei Liu, Chuan Shi
2024 — conf
Mixture of Diverse Size Experts.
EMNLP (Industry Track)
Manxi Sun, Wei Liu, Jian Luan, Pengzhi Gao, Bin Wang
2024 J jnl
Mixture of Diverse Size Experts.
CoRR
Manxi Sun, Wei Liu, Jian Luan, Pengzhi Gao, Bin Wang
2024 — conf
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.
ACL (1)
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
2024 J jnl
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.
CoRR
Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang
2024 — conf
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding.
EMNLP (Findings)
Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang
2024 J jnl
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding.
CoRR
Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang
2024 J jnl
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning.
CoRR
Qibin Wang, Xiaolin Hu, Weikai Xu, Wei Liu, Jian Luan, Bin Wang
2024 — conf
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations.
ACL (Findings)
Bowen Shen, Zheng Lin, Daren Zha, Wei Liu, Jian Luan, Bin Wang, Weiping Wang
2024 J jnl
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations.
CoRR
Bowen Shen, Zheng Lin, Daren Zha, Wei Liu, Jian Luan, Bin Wang, Weiping Wang
2024 A conf
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM.
ECAI
Quandong Wang, Yuxuan Yuan, Xiaoyu Yang, Ruike Zhang, Kang Zhao, Wei Liu, Jian Luan, Daniel Povey, Bin Wang
2024 J jnl
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM.
CoRR
Quandong Wang, Yuxuan Yuan, Xiaoyu Yang, Ruike Zhang, Kang Zhao, Wei Liu, Jian Luan, Daniel Povey, Bin Wang
2024 A* conf
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.
EMNLP
Qinzhuo Wu, Wei Liu, Jian Luan, Bin Wang
2024 J jnl
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.
CoRR
Qinzhuo Wu, Wei Liu, Jian Luan, Bin Wang
2024 — conf
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.
LREC/COLING
Yuanhang Zheng, Peng Li, Wei Liu, Yang Liu, Jian Luan, Bin Wang
2024 J jnl
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.
CoRR
Yuanhang Zheng, Peng Li, Wei Liu, Yang Liu, Jian Luan, Bin Wang
2023 J jnl
CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?
CoRR
Tianwen Wei, Jian Luan, Wei Liu, Shuang Dong, Bin Wang
2023 J jnl
From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models.
CoRR
Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan
2023 — conf
Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation.
NLPCC (3)
Hanlin Teng, Hongda Sun, Wei Liu, Shuang Dong, Rui Yan, Jian Luan, Bin Wang
2023 J jnl
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning.
CoRR
Kang Zhao, Wei Liu, Jian Luan, Minglei Gao, Li Qian, Hanlin Teng, Bin Wang