Peng Lu

55 papers A* 3A 4Journal 41Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
3WD-DRT: A three-way decision enhanced dynamic routing transformer for cost-sensitive multimodal sentiment analysis.
Inf. Sci.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
Beyond Hard Writes and Rigid Preservation: Soft Recursive Least-Squares for Lifelong LLM Editing.
CoRR
Xinyu Wang, Sicheng Lyu, Yu Gu, Jerry Huang, Peng Lu, Yufei Cui, Xiao-Wen Chang
2026 J jnl
Bridging modality gaps: Cross-modal complementary learning with three-way decision for multimodal intent recognition.
Expert Syst. Appl.
Senhao Li, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Peng Lu
2026 J jnl
DECTUIL: Cross-social network user identity linkage via dynamic embedding and clustering model driven by three-way decision.
Expert Syst. Appl.
Yongqiang Peng, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
Enhancing TableQA through Verifiable Reasoning Trace Reward.
CoRR
Tung Sum Thomas Kwok, Xinyu Wang, Hengzhi He, Xiaofeng Lin, Peng Lu, Liheng Ma, Chunhe Wang, Ying Nian Wu, Lei Ding, Guang Cheng
2026 J jnl
Federated learning enhanced spatial and temporal attention mechanism for multivariate time series anomaly detection.
Appl. Soft Comput.
Yue He, Weicheng Wang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Baiyang Chen, Peng Lu
2026 J jnl
Formal modeling and discovery of cross-organizational business processes: A privacy-preserving two-stage approach.
Inf. Process. Manag.
Wei Liu, Ge Xin, Xiaoliang Chen, Xu Gu, Duoqian Miao, Peng Lu, Lujia Li
2026 J jnl
In-context learning enhanced by multi-perspective sequential retrieval and predictive feedback for few-shot aspect-based sentiment analysis.
Expert Syst. Appl.
Jiasen Gao, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
InfMem: Learning System-2 Memory Control for Long-Context Agent.
CoRR
Xinyu Wang, Mingze Li, Peng Lu, Xiao-Wen Chang, Lifeng Shang, Jinping Li, Fei Mi, Prasanna Parthasarathi, Yufei Cui
2026 J jnl
PrivTSAD-FedWGAN: A novel federated learning and WGAN framework for privacy-preserving multivariate time series anomaly detection.
Expert Syst. Appl.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
SEAD-MGFE-Net: Schrödinger equation-based adaptive dropout multi-granular feature enhancement network for conversational aspect-based sentiment quadruple analysis.
Inf. Sci.
Wei Liu, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
StaProDyn: A unified framework for multimodal sentiment analysis with stability-aware filtering, prompt learning enhancement, and dynamic fusion.
Expert Syst. Appl.
Senhao Li, Xiaoliang Chen, Zhaoyan Li, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Peng Lu
2026 A* conf
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering.
WWW
Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang
2026 A* conf
When Agents Trade: Live Multi-Market Trading Arena for LLM Agents.
WWW
Lingfei Qian, Xueqing Peng, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Guojun Xiong, Peng Lu, Yan Wang, Vincent Jim Zhang, Huan He, Alejandro Lopez-Lira, Jimin Huang, Jian-Yun Nie, Sophia Ananiadou
2025 J jnl
ADA-UDA: A transferable transformer framework for rumor detection using Adversarial Domain Alignment within Unsupervised Domain Adaptation.
Expert Syst. Appl.
Songlin Chen, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Peng Lu
2025 A conf
An Interpretable Quantum-Inspired Model for Multi-Task Natural Language Understanding.
ECAI
Peng Lu, Jerry Huang, Xinyu Wang, Philippe Langlais
2025 J jnl
Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework.
J. Supercomput.
Songlin Chen, Weicheng Wang, Xiaoliang Chen, Maolin Zhang, Peng Lu, Xianyong Li, Yajun Du
2025 J jnl
EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing.
CoRR
Sicheng Lyu, Yu Gu, Xinyu Wang, Jerry Huang, Sitao Luan, Yufei Cui, Xiao-Wen Chang, Peng Lu
2025 — conf
Federated Spatio-Temporal Attention for Time Series Anomaly Detection.
ADMA (1)
Weicheng Wang, Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2025 A conf
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.
CIKM
Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou
2025 J jnl
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.
CoRR
Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Ling Zhou
2025 J jnl
Fpa-GCN: enhancing aspect sentiment triplet extraction with feature-rich prediction-aware graph convolutional networks.
Appl. Intell.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Xu Gu, Peng Lu, Xianyong Li
2025 J jnl
Graph-enhanced anomaly detection framework in multivariate time series using Graph Attention and Enhanced Generative Adversarial Networks.
Expert Syst. Appl.
Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2025 J jnl
IFusionQuad: A novel framework for improved aspect-based sentiment quadruple analysis in dialogue contexts with advanced feature integration and contextual CloBlock.
Expert Syst. Appl.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Xu Gu, Peng Lu
2025 J jnl
Intervening in Negative Emotion Contagion on Social Networks Using Reinforcement Learning.
IEEE Trans. Comput. Soc. Syst.
Qin Deng, Xiaoliang Chen, Peng Lu, Yajun Du, Xiangyong Li
2025 J jnl
Mamba Modulation: On the Length Generalization of Mamba.
CoRR
Peng Lu, Jerry Huang, Qiuhao Zeng, Xinyu Wang, Boxing Wang, Philippe Langlais, Yufei Cui
2025 J jnl
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation.
CoRR
Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Guojun Xiong, Zhiyang Deng, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie
2025 A conf
PoT-PTQ: Two-Step Power-of-Two Post-Training for LLMs.
ECAI
Xinyu Wang, Vahid Partovi Nia, Peng Lu, Jerry Huang, Xiao-Wen Chang, Boxing Chen, Yufei Cui
2025 J jnl
PoTPTQ: A Two-step Power-of-Two Post-training for LLMs.
CoRR
Xinyu Wang, Vahid Partovi Nia, Peng Lu, Jerry Huang, Xiao-Wen Chang, Boxing Chen, Yufei Cui
2025 J jnl
R
CoRR
Xinyu Wang, Hanwei Wu, Qingchen Hu, Zhenghan Tai, Jingrui Tian, Lei Ding, Jijun Chi, Hailin He, Tung Sum Thomas Kwok, Yufei Cui, Sicheng Lyu, Muzhi Li, Mingze Li, Xinyue Yu, Ling Zhou, Peng Lu
2025 — conf
ReGLA: Refining Gated Linear Attention.
NAACL (Long Papers)
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Boxing Chen, Philippe Langlais
2025 J jnl
ReGLA: Refining Gated Linear Attention.
CoRR
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Boxing Chen, Philippe Langlais
2025 J jnl
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval.
CoRR
Xinyu Wang, Linrui Ma, Jerry Huang, Peng Lu, Prasanna Parthasarathi, Xiao-Wen Chang, Boxing Chen, Yufei Cui
2025 J jnl
Unveiling user identity across social media: a novel unsupervised gradient semantic model for accurate and efficient user alignment.
Complex Intell. Syst.
Yongqiang Peng, Xiaoliang Chen, Duoqian Miao, Xiaolin Qin, Xu Gu, Peng Lu
2025 J jnl
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering.
CoRR
Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang
2025 J jnl
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents.
CoRR
Lingfei Qian, Xueqing Peng, Yan Wang, Vincent Jim Zhang, Huan He, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Alejandro Lopez-Lira, Peng Lu, Jian-Yun Nie, Guojun Xiong, Jimin Huang, Sophia Ananiadou
2024 J jnl
AGCVT-prompt for sentiment classification: Automatically generating chain of thought and verbalizer in prompt learning.
Eng. Appl. Artif. Intell.
Xu Gu, Xiaoliang Chen, Peng Lu, Zonggen Li, Yajun Du, Xianyong Li
2024 J jnl
Label-semantics enhanced multi-layer heterogeneous graph convolutional network for Aspect Sentiment Quadruplet Extraction.
Expert Syst. Appl.
Yiheng Fu, Xiaoliang Chen, Duoqian Miao, Xiaolin Qin, Peng Lu, Xianyong Li
2024 J jnl
Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity.
Inf. Process. Manag.
Yongqiang Peng, Xiaoliang Chen, Duoqian Miao, Xiaolin Qin, Xu Gu, Peng Lu
2024 J jnl
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.
CoRR
Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou
2024 — conf
Resonance RoPE: Improving Context Length Generalization of Large Language Models.
ACL (Findings)
Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu
2024 J jnl
Resonance RoPE: Improving Context Length Generalization of Large Language Models.
CoRR
Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu
2024 J jnl
SiMaLSTM-SNP: novel semantic relatedness learning model preserving both Siamese networks and membrane computing.
J. Supercomput.
Xu Gu, Xiaoliang Chen, Peng Lu, Xiang Lan, Xianyong Li, Yajun Du
2023 J jnl
CNFRD: A Few-Shot Rumor Detection Framework via Capsule Network for COVID-19.
Int. J. Intell. Syst.
Danroujing Chen, Xiaoliang Chen, Peng Lu, Xuyang Wang, Xiang Lan
2023 J jnl
DialogueINAB: an interaction neural network based on attitudes and behaviors of interlocutors for dialogue emotion recognition.
J. Supercomput.
Junyuan Ding, Xiaoliang Chen, Peng Lu, Zaiyan Yang, Xianyong Li, Yajun Du
2023 A conf
Do we need Label Regularization to Fine-tune Pre-trained Language Models?
EACL
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi
2023 A* conf
Efficient Classification of Long Documents via State-Space Models.
EMNLP
Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh, Bang Liu, Ivan Kobyzev
2023 J jnl
Influence maximization in social networks using role-based embedding.
Networks Heterog. Media
Xu Gu, Zhibin Wang, Xiaoliang Chen, Peng Lu, Yajun Du, Mingwei Tang
2023 — conf
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization.
ACL (Findings)
Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais
2023 J jnl
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization.
CoRR
Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais
2022 — conf
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging.
EMNLP (Findings)
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais
2022 J jnl
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging.
CoRR
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais
2022 J jnl
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models.
CoRR
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart
2021 — conf
RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation.
EMNLP (Findings)
Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais
2019 — conf
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling.
NAACL-HLT (1)
Peng Lu, Ting Bai, Philippe Langlais