Wu, Lingfei

28 publications

JMLR 2025 Random Pruning Over-Parameterized Neural Networks Can Improve Generalization: A Training Dynamics Analysis Hongru Yang, Yingbin Liang, Xiaojie Guo, Lingfei Wu, Zhangyang Wang

AAAI 2025 Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang

AAAI 2024 AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji

AAAI 2024 KG-TREAT: Pre-Training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs Ruoqi Liu, Lingfei Wu, Ping Zhang

FnTML 2023 Graph Neural Networks for Natural Language Processing: A Survey Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long

AAAI 2023 Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

AAAI 2023 T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation Cuiying Huo, Di Jin, Yawen Li, Dongxiao He, Yu-Bin Yang, Lingfei Wu

AAAI 2022 Automatic Product Copywriting for E-Commerce Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

ICML 2022 Input-Agnostic Certified Group Fairness via Gaussian Parameter Smoothing Jiayin Jin, Zeru Zhang, Yang Zhou, Lingfei Wu

AAAI 2022 Intelligent Online Selling Point Extraction for E-Commerce Recommendation Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Jianchao Lu, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

ICML 2022 Robust Meta-Learning with Sampling Noise and Label Noise via Eigen-Reptile Dong Chen, Lingfei Wu, Siliang Tang, Xiao Yun, Bo Long, Yueting Zhuang

ICML 2021 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning Against Adversarial Attacks Xin Zhao, Zeru Zhang, Zijie Zhang, Lingfei Wu, Jiayin Jin, Yang Zhou, Ruoming Jin, Dejing Dou, Da Yan

IJCAI 2021 Graph-Augmented Code Summarization in Computational Notebooks April Yi Wang, Dakuo Wang, Xuye Liu, Lingfei Wu

NeurIPS 2021 Learning to Generate Visual Questions with Noisy Supervision Shen Kai, Lingfei Wu, Siliang Tang, Yueting Zhuang, Zhen He, Zhuoye Ding, Yun Xiao, Bo Long

AAAI 2021 Relation-Aware Graph Attention Model with Adaptive Self-Adversarial Training Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu

NeurIPS 2021 Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory Zeru Zhang, Jiayin Jin, Zijie Zhang, Yang Zhou, Xin Zhao, Jiaxiang Ren, Ji Liu, Lingfei Wu, Ruoming Jin, Dejing Dou

IJCAI 2020 GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension Yu Chen, Lingfei Wu, Mohammed J. Zaki

IJCAI 2020 Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description Kai Shen, Lingfei Wu, Fangli Xu, Siliang Tang, Jun Xiao, Yueting Zhuang

NeurIPS 2020 Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen, Lingfei Wu, Mohammed Zaki

IJCAI 2020 RDF-to-Text Generation with Graph-Augmented Structural Neural Encoders Hanning Gao, Lingfei Wu, Po Hu, Fangli Xu

ICLR 2020 Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen, Lingfei Wu, Mohammed J. Zaki

ICML 2019 Fast Incremental Von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications Pin-Yu Chen, Lingfei Wu, Sijia Liu, Indika Rajapakse

AAAI 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting Yuyang Gao, Liang Zhao, Lingfei Wu, Yanfang Ye, Hui Xiong, Chaowei Yang

NeurIPS 2019 KerGM: Kernelized Graph Matching Zhen Zhang, Yijian Xiang, Lingfei Wu, Bing Xue, Arye Nehorai

IJCAI 2019 Similarity Preserving Representation Learning for Time Series Clustering Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon

AAAI 2018 Assessing National Development Plans for Alignment with Sustainable Development Goals via Semantic Search Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney

ECCV 2018 Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris Metaxas

AISTATS 2018 Random Warping Series: A Random Features Method for Time-Series Embedding Lingfei Wu, Ian En-Hsu Yen, Jinfeng Yi, Fangli Xu, Qi Lei, Michael Witbrock