Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation. - Hanlin Teng; Hongda Sun 001; Wei Liu 302; Shuang Dong; Rui Yan 001; Jian Luan 001; Bin Wang 004 (NLPCC (3), 2023)

UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning. - Kang Zhao; Wei Liu 302; Jian Luan 001; Minglei Gao; Li Qian; Hanlin Teng; Bin Wang 004 (CoRR, 2023)

CMATH: Can Your Language Model Pass Chinese Elementary School Math Test? - Tianwen Wei; Jian Luan 001; Wei Liu 302; Shuang Dong; Bin Wang 004 (CoRR, 2023)

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models. - Hongda Sun 001; Weikai Xu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. - Shihan Deng; Weikai Xu; Hongda Sun 001; Wei Liu 302; Tao Tan 005; Jianfeng Liu 005; Ang Li; Jian Luan 001; Bin Wang 004; Rui Yan 001; Shuo Shang (ACL (1), 2024)

A Comprehensive Evaluation of Quantization Strategies for Large Language Models. - Renren Jin; Jiangcun Du; Wuwei Huang; Wei Liu 302; Jian Luan 001; Bin Wang 004; Deyi Xiong (ACL (Findings), 2024)

Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations. - Bowen Shen; Zheng Lin 001; Daren Zha; Wei Liu 302; Jian Luan 001; Bin Wang 004; Weiping Wang 005 (ACL (Findings), 2024)

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. - Hongda Sun 001; Weikai Xu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (ACL (1), 2024)

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval. - Yuanhang Zheng; Peng Li 021; Wei Liu 302; Yang Liu 005; Jian Luan 001; Bin Wang 004 (LREC/COLING, 2024)

SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM. - Quandong Wang; Yuxuan Yuan; Xiaoyu Yang 005; Ruike Zhang; Kang Zhao; Wei Liu 302; Jian Luan 001; Daniel Povey; Bin Wang 004 (ECAI, 2024)

Mixture of Diverse Size Experts. - Manxi Sun; Wei Liu 302; Jian Luan 001; Pengzhi Gao; Bin Wang 004 (EMNLP (Industry Track), 2024)

ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback. - Qinzhuo Wu; Wei Liu 302; Jian Luan 001; Bin Wang 004 (EMNLP, 2024)

MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. - Qinzhuo Wu; Weikai Xu; Wei Liu 302; Tao Tan 005; Jianfeng Liu 005; Ang Li; Jian Luan 001; Bin Wang 004; Shuo Shang (EMNLP (Findings), 2024)

KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models. - Weijie Chen; Ting Bai; Jinbo Su; Jian Luan 001; Wei Liu 302; Chuan Shi 001 (CoRR, 2024)

Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology. - Xiaolin Hu; Zixuan Gong; Gengze Xu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Yong Liu 020 (AAAI, 2025)

HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation. - Yuhan Chen 001; Ang Lv; Jian Luan 001; Bin Wang 004; Wei Liu 302 (ACL (1), 2025)

Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process. - Wenxuan Lu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Songhao Jiang; Tianning Zang (ACL (1), 2025)

Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking. - Haohao Luo; Jiayi Kuang; Wei Liu 302; Ying Shen 001; Jian Luan 001; Yang Deng 002 (ACL (1), 2025)

TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization. - Dingyu Yao; Bowen Shen; Zheng Lin 001; Wei Liu 302; Jian Luan 001; Bin Wang 004; Weiping Wang 005 (ACL (Findings), 2025)

Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains. - Juntian Zhang; Chuanqi Cheng; Yuhan Liu; Wei Liu 302; Jian Luan 001; Rui Yan 001 (ACL (1), 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - Xiaoqing Zhang 017; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 302; Jian Luan 001; Shuo Shang; Xiuying Chen; Rui Yan 001 (ACL (1), 2025)

PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning. - Qibin Wang; Xiaolin Hu; Weikai Xu; Wei Liu 302; Jian Luan 001; Bin Wang 004 (COLING, 2025)

Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization. - Xinhao Yao; Hongjin Qian; Xiaolin Hu; Gengze Xu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Yong Liu 020 (IJCAI, 2025)

MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions. - Yuxuan Liu 009; Hongda Sun 001; Wei Liu 302; Jian Luan 001; Bo Du 001; Rui Yan 001 (KDD (1), 2025)

Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study. - Menglong Cui; Pengzhi Gao; Wei Liu 302; Jian Luan 001; Bin Wang 004 (NAACL (Long Papers), 2025)

ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation. - Qinzhuo Wu; Wei Liu 302; Jian Luan 001; Bin Wang 004 (NAACL (Long Papers), 2025)

DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models. - Xiaolin Hu; Xiang Cheng; Peiyu Liu; Wei Liu 302; Jian Luan 001; Bin Wang 004; Yong Liu 020 (PAKDD (5), 2025)

Optimize Quantization for Large Language Models via Progressive Training. - Jiangcun Du; Renren Jin; Wuwei Huang; Wei Liu 302; Jian Luan 001; Deyi Xiong (WWW (Companion Volume), 2025)

Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents. - Weikai Xu; Zhizheng Jiang; Yuxuan Liu 009; Pengzhi Gao; Wei Liu 302; Jian Luan 001; Yuanchun Li; Yunxin Liu 001; Bin Wang 004; Bo An 001 (CoRR, 2025)

Enhance Mobile Agents Thinking Process Via Iterative Preference Learning. - Kun Huang; Weikai Xu; Yuxuan Liu 009; Quandong Wang; Pengzhi Gao; Wei Liu 302; Jian Luan 001; Bin Wang 004; Bo An 001 (CoRR, 2025)

BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism. - Qinzhuo Wu; Pengzhi Gao; Wei Liu 302; Jian Luan 001 (CoRR, 2025)

Heterogeneous Group-Based Reinforcement Learning for LLM-based Multi-Agent Systems. - Guanzhong Chen; Shaoxiong Yang; Chao Li 033; Wei Liu 302; Jian Luan 001; Zenglin Xu (CoRR, 2025)

TaP: A Taxonomy-Guided Framework for Automated and Scalable Preference Data Generation. - Renren Jin; Tianhao Shen; Xinwei Wu 001; Dan Shi 001; Haoran Sun; Wuwei Huang; Quandong Wang; Wei Liu 302; Jian Luan 001; Bin Wang 004; Deyi Xiong (CoRR, 2025)

Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties. - Guohong Liu 002; Jialei Ye; Jiacheng Liu; Yuanchun Li; Wei Liu 302; Pengzhi Gao; Jian Luan 001; Yunxin Liu 001 (CoRR, 2025)

Attention Basin: Why Contextual Position Matters in Large Language Models. - Zihao Yi; Delong Zeng; Zhenqing Ling; Haohao Luo; Zhe Xu 009; Wei Liu 302; Jian Luan 001; Wanxia Cao; Ying Shen 001 (CoRR, 2025)