Xingyu Lu

83 papers A* 3A 2B 4C 2Misc 3Journal 50Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
ContextRL: Enhancing MLLM's Knowledge Discovery Efficiency with Context-Augmented RL.
CoRR
Xingyu Lu, Jinpeng Wang, Yifan Zhang, Shijie Ma, Xiao Hu, Tianke Zhang, Haonan Fan, Kaiyu Jiang, Changyi Liu, Kaiyu Tang, Bin Wen, Fan Yang, Tingting Gao, Han Li, Chun Yuan
2026 J jnl
Primary-Fine Decoupling for Action Generation in Robotic Imitation.
CoRR
Xiaohan Lei, Min Wang, Wengang Zhou, Xingyu Lu, Houqiang Li
2026 J jnl
RLCAD: Reinforcement learning training gym for revolution involved CAD command sequence generation.
Comput. Aided Des.
Xiaolong Yin, Xingyu Lu, Jiahang Shen, Jingzhe Ni, Hailong Li, Ruofeng Tong, Min Tang, Peng Du
2026 J jnl
Superpixel-based Visual Feature Enhancement for Compositional Zero-Shot Learning.
Inf. Process. Manag.
Wenlong Du, Xianglin Bao, Xiaofeng Xu, Xingyu Lu, Ruiheng Zhang
2025 — conf
A Hybrid FES-Soft Exosuit System to Improve Interlimb Symmetry in Post-stroke Patients.
ICIRA (1)
Xingyu Lu, Yanwei Zhao, Zhengbo Wang, Yu Xia, Shuxiao Jin, Chunfang Wang, Gang Liu, Jianda Han, Ying Zhang, Weiguang Huo
2025 J jnl
A novel compositional zero-shot learning approach based on hierarchical multi-scale feature fusion.
Eng. Appl. Artif. Intell.
Wenlong Du, Xianglin Bao, Wei Zhao, Xiaofeng Xu, Xingyu Lu, Ruiheng Zhang
2025 B conf
Adaptive Neuron Honeypot: Trapping Malicious Backdoors in Federated Learning.
TrustCom
Xingyu Lu, Yang Cao
2025 J jnl
Aligning Multimodal LLM with Human Preference: A Survey.
CoRR
Tao Yu, Yifan Zhang, Chaoyou Fu, Junkang Wu, Jinda Lu, Kun Wang, Xingyu Lu, Yunhang Shen, Guibin Zhang, Dingjie Song, Yibo Yan, Tianlong Xu, Qingsong Wen, Zhang Zhang, Yan Huang, Liang Wang, Tieniu Tan
2025 B conf
FABA: Breaking Defenses in Production-Grade Federated Learning for Mobile Malware Detection Services.
TrustCom
Xingyu Lu, Yang Cao
2025 J jnl
GhostShell: Streaming LLM Function Calls for Concurrent Embodied Programming.
CoRR
Jian Gong, Youwei Huang, Bo Yuan, Ming Zhu, Zhou Liao, Jianhang Liang, Juncheng Zhan, Jinke Wang, Hang Shu, Mingyue Xiong, Yanjun Ye, Yufan Zu, Yang Zhou, Yihan Ding, Xuannian Chen, Xingyu Lu, Runjie Ban, Bingchao Huang, Fusen Liu
2025 J jnl
InstructEngine: Instruction-driven Text-to-Image Alignment.
CoRR
Xingyu Lu, Yuhang Hu, Yifan Zhang, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Jinpeng Wang, Chun Yuan, Bin Wen, Fan Yang, Tingting Gao, Di Zhang
2025 B conf
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery.
COLING
He Cao, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li
2025 J jnl
Kairos: Towards Adaptive and Generalizable Time Series Foundation Models.
CoRR
Kun Feng, Shaocheng Lan, Yuchen Fang, Wenchao He, Lintao Ma, Xingyu Lu, Kan Ren
2025 J jnl
Kwai Keye-VL 1.5 Technical Report.
CoRR
Biao Yang, Bin Wen, Boyang Ding, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Guowang Zhang, Han Shen, Hao Peng, Haojie Ding, Hao Wang, Haonan Fan, Hengrui Ju, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Muhao Wei, Qiang Wang, Ruitao Wang, Sen Na, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting Gao, Wei Chen, Wei Yuan, Xiangyu Wu, Xiao Hu, Xingyu Lu, Yifan Zhang, Yiping Yang, Yulong Chen, Zeyi Lu, Zhenhua Wu, Zhixin Ling, Zhuoran Yang, Ziming Li, Di Xu, Haixuan Gao, Hang Li, Jing Wang, Lejian Ren, Qigen Hu, Qianqian Wang, Shiyao Wang, Xinchen Luo, Yan Li, Yuhang Hu, Zixing Zhang
2025 J jnl
Kwai Keye-VL Technical Report.
CoRR
Kwai Keye Team, Biao Yang, Bin Wen, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Hao Peng, Haojie Ding, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Jin Ouyang, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting Gao, Wei Chen, Wei Yuan, Xiangyu Wu, Xiao Hu, Xingyu Lu, Yang Zhou, Yifan Zhang, Yiping Yang, Yulong Chen, Zhenhua Wu, Zhenyu Li, Zhixin Ling, Ziming Li, Dehua Ma, Di Xu, Haixuan Gao, Hang Li, Jiawei Guo, Jing Wang, Lejian Ren, Muhao Wei, Qianqian Wang, Qigen Hu, Shiyao Wang, Tao Yu, Xinchen Luo, Yan Li, Yiming Liang, Yuhang Hu, Zeyi Lu, Zhuoran Yang, Zixing Zhang
2025 A* conf
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch.
ICLR
Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu
2025 Misc conf
Multi-Head Auto-Correlation Attention Networks for Session-based Social Recommendation.
ICASSP
Mengying Lu, Xingyu Lu, Hai-Tao Zheng, Zhao Wei, Yong Xu, Bingxu An
2025 J jnl
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning.
CoRR
Yifan Zhang, Xingyu Lu, Xiao Hu, Chaoyou Fu, Bin Wen, Tianke Zhang, Changyi Liu, Kaiyu Jiang, Kaibing Chen, Kaiyu Tang, Haojie Ding, Jiankang Chen, Fan Yang, Zhang Zhang, Tingting Gao, Liang Wang
2025 J jnl
RLCAD: Reinforcement Learning Training Gym for Revolution Involved CAD Command Sequence Generation.
CoRR
Xiaolong Yin, Xingyu Lu, Jiahang Shen, Jingzhe Ni, Hailong Li, Ruofeng Tong, Min Tang, Peng Du
2025 — conf
ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences.
KDD (2)
Xingyu Lu, Jinpeng Wang, Jieming Zhu, Zhicheng Zhang, Deqing Zou, Hai-Tao Zheng, Shu-Tao Xia, Rui Zhang
2025 J jnl
Thyme: Think Beyond Images.
CoRR
Yifan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan Fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou
2025 J jnl
UniCA: Adapting Time Series Foundation Model to General Covariate-Aware Forecasting.
CoRR
Lu Han, Yu Liu, Qiwen Deng, Jian Jiang, Yinbo Sun, Zhe Yu, Binfeng Wang, Xingyu Lu, Lintao Ma, Han-Jia Ye, De-Chuan Zhan
2025 — conf
VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform.
KDD (2)
Xingyu Lu, Tianke Zhang, Chang Meng, Xiaobei Wang, Jinpeng Wang, Yifan Zhang, Shisong Tang, Changyi Liu, Haojie Ding, Kaiyu Jiang, Kaiyu Tang, Bin Wen, Hai-Tao Zheng, Fan Yang, Tingting Gao, Di Zhang, Kun Gai
2025 J jnl
VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform.
CoRR
Xingyu Lu, Tianke Zhang, Chang Meng, Xiaobei Wang, Jinpeng Wang, Yifan Zhang, Shisong Tang, Changyi Liu, Haojie Ding, Kaiyu Jiang, Kaiyu Tang, Bin Wen, Hai-Tao Zheng, Fan Yang, Tingting Gao, Di Zhang, Kun Gai
2025 — conf
VMNN: An Accurate and Practical Neural Network for Ocean Vertical Mixing.
ICIC (19)
Kang Yang, Xingyu Lu
2025 J jnl
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning.
CoRR
Xiao Hu, Xingyu Lu, Liyuan Mao, Yifan Zhang, Tianke Zhang, Bin Wen, Fan Yang, Tingting Gao, Guorui Zhou
2025 J jnl
Xihe: Scalable Zero-Shot Time Series Learner Via Hierarchical Interleaved Block Attention.
CoRR
Yinbo Sun, Yuchen Fang, Zhibo Zhu, Jia Li, Yu Liu, Qiwen Deng, Jun Zhou, Hang Yu, Xingyu Lu, Lintao Ma
2024 — conf
A Hybrid FES-Soft Exosuit System for Assisting Post-stroke Patients During Walking.
M2VIP
Yinduo Ma, Yanwei Zhao, Xingyu Lu, Chunfang Wang, Jianda Han, Ying Zhang, Weiguang Huo
2024 J jnl
A Sparse Recovery Algorithm for Suppressing Multiple Linear Frequency Modulation Interference in the Synthetic Aperture Radar Image Domain.
Sensors
Guanqi Tong, Xingyu Lu, Jianchao Yang, Wenchao Yu, Hong Gu, Weimin Su
2024 — conf
An Equally-Split Bin Packing Problem.
COCOA (1)
Ding Zou, Jiayi Lian, Wei Lu, Yichao Duan, Xingyu Lu, Jun Zhou, Yuchen Mao, Guochuan Zhang
2024 — conf
Application of CNN Classifier for Somatosensory ERP-Based Brain-Computer Interface.
CIVEMSA
Junlin Wang, Xingyu Lu, Ningbo Fei, Xiaodong Li, Yong Hu
2024 Misc conf
Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm.
ICASSP
Boqi Dai, Kai Ouyang, Jun Yuan, Miaoxin Chen, Xingyu Lu, Weiwen Liu, Rui Zhang, Hai-Tao Zheng
2024 J jnl
In Situ Test and Numerical Analysis of the Subway-Induced Vibration Influence in Historical and Cultural Reserves.
Sensors
Jie Su, Xingyi Liu, Yuzhe Wang, Xingyu Lu, Xiaokai Niu, Jiangtao Zhao
2024 J jnl
Kwai-STaR: Transform LLMs into State-Transition Reasoners.
CoRR
Xingyu Lu, Yuhang Hu, Changyi Liu, Tianke Zhang, Zhenyu Yang, Zhixiang Ding, Shengsheng Qian, Meng Du, Ruiwen Kang, Kaiyu Tang, Fan Yang, Tingting Gao, Di Zhang, Hai-Tao Zheng, Bin Wen
2024 — conf
Leveraging Contextual Information for Effective Entity Salience Detection.
NAACL-HLT (Findings)
Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro
2024 — conf
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension.
EMNLP (Findings)
Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li
2024 J jnl
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension.
CoRR
Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li
2024 J jnl
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud.
Proc. VLDB Endow.
Aaron Zou, Wei Lu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Xiaojin Wang, Kangyu Liu, Kefan Wang, Renen Sun, Haiqing Wang
2024 J jnl
Privacy-Preserving Collaborative Learning With Linear Communication Complexity.
IEEE Trans. Inf. Theory
Xingyu Lu, Hasin Us Sami, Basak Güler
2024 J jnl
Research on type-aware fashion compatibility prediction based on a hybrid attention mechanism.
Multim. Tools Appl.
Yun Li, Guoxiang Li, Jing Zhang, Peiguang Jing, Xingyu Lu
2024 J jnl
SCALR: Communication-Efficient Secure Multi-Party Logistic Regression.
IEEE Trans. Commun.
Xingyu Lu, Hasin Us Sami, Basak Güler
2024 J jnl
SGE: Structured Light System Based on Gray Code with an Event Camera.
CoRR
Xingyu Lu, Lei Sun, Diyang Gu, Zhijie Xu, Kaiwei Wang
2024 J jnl
Scalable Multi-Round Multi-Party Privacy-Preserving Neural Network Training.
IEEE Trans. Inf. Theory
Xingyu Lu, Umit Yigit Basaran, Basak Güler
2024 — conf
Scaling Laws for Fact Memorization of Large Language Models.
EMNLP (Findings)
Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu
2024 J jnl
Scaling Laws for Fact Memorization of Large Language Models.
CoRR
Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu
2023 J jnl
An end-to-end deep generative approach with meta-learning optimization for zero-shot object classification.
Inf. Process. Manag.
Xiaofeng Xu, Xianglin Bao, Xingyu Lu, Ruiheng Zhang, Xinquan Chen, Guifu Lu
2023 — conf
Analyzing and Comparing Results for Multiple Machine Learning Models.
ICCEIC
Jefferson Ng, Yijian Li, Xuxiao Ji, Can Yang, Jiaqiao Wan, Xingyu Lu
2023 J jnl
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking.
CoRR
Yinghui Li, Yong Jiang, Shen Huang, Xingyu Lu, Yangning Li, Pengjun Xie, Fei Huang, Hai-Tao Zheng
2023 B conf
Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training.
ISIT
Xingyu Lu, Basak Güler
2023 A conf
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity.
AISTATS
Xingyu Lu, Hasin Us Sami, Basak Güler
2023 J jnl
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery.
CoRR
He Cao, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li
2023 J jnl
Leveraging Contextual Information for Effective Entity Salience Detection.
CoRR
Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro
2023 Misc conf
Locality Preserving Multiview Graph Hashing For Large Scale Remote Sensing Image Search.
ICASSP
Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun
2023 J jnl
Locality Preserving Multiview Graph Hashing for Large Scale Remote Sensing Image Search.
CoRR
Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun
2023 A* conf
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation.
ACM Multimedia
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
2023 J jnl
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation.
CoRR
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
2023 J jnl
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv's Distribution.
Signal Image Video Process.
Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu
2023 J jnl
OptScaler: A Hybrid Proactive-Reactive Framework for Robust Autoscaling in the Cloud.
CoRR
Ding Zou, Wei Lu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Xiaojin Wang, Kangyu Liu, Haiqing Wang, Kefan Wang, Renen Sun
2023 — conf
Supervised Discriminative Discrete Hashing for Cross-Modal Retrieval.
ADMA (2)
Xingyu Lu, Chi-Man Pun
2022 J jnl
Active deep learning on entity resolution by risk sampling.
Knowl. Based Syst.
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
2022 J jnl
Adaptive deep learning for network intrusion detection by risk analysis.
Neurocomputing
Lijun Zhang, Xingyu Lu, Zhaoqiang Chen, Tianwei Liu, Qun Chen, Zhanhuai Li
2022 J jnl
Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction.
Digit. Signal Process.
Wenchao Yu, Xingyu Lu, Weimin Su, Hong Gu, Jianchao Yang
2022 J jnl
EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph.
CoRR
Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li
2022 A* conf
Multi-slots Online Matching with High Entropy.
ICML
Xingyu Lu, Qintong Wu, Wenliang Zhong
2021 — conf
Aerial Image Object Detection Method Based on Adaptive ClusDet Network.
ICCT
Zhitian Li, Shanlin Sun, Yun Li, Biaohang Sun, Kai Tian, Liang Qiao, Xingyu Lu
2021 A conf
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding.
SDM
Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra
2021 J jnl
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding.
CoRR
Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra
2021 — conf
Optimal Routing Scheduling Strategy Based on Prediction of Ocean Current Movement for Underwater Wireless Sensor Networks.
ICCT
Biaohang Sun, Yun Li, Shanlin Sun, Liang Qiao, Kai Tian, Zhitian Li, Xingyu Lu
2021 — conf
Research on Task Assignment Based on Hierarchical Structure for Autonomous Underwater Vehicle.
ICCC Workshops
Liang Qiao, Yun Li, Shanlin Sun, Biaohang Sun, Kai Tian, Zhitian Li, Xingyu Lu
2021 C conf
Surface Deformation Analysis in Jiuzhaigou, China Using SBAS-InSAR Technique.
IGARSS
Xingyu Lu, Taoli Yang, Zhidong Wang, Wei Tang
2020 J jnl
Active Deep Learning on Entity Resolution by Risk Sampling.
CoRR
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
2020 J jnl
Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning.
CoRR
Xingyu Lu, Kimin Lee, Pieter Abbeel, Stas Tiomkin
2020 J jnl
Two Dimensional Forward-Looking Missile-Borne Radar Imaging Based on Vortex Electromagnetic Waves.
IEEE Access
Taoli Yang, Wei Huang, Xingyu Lu
2020 J jnl
Weak maneuvering target detection in random pulse repetition interval radar.
Signal Process.
Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu
2019 C conf
An Novel Imaging Algorithm for MEB SAR Systems With Channel Errors.
IGARSS
Yong Zhang, Taoli Yang, Xingyu Lu
2019 J jnl
Fast implementation of ground maneuvering target focusing.
Digit. Signal Process.
Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu
2019 J jnl
Intelligent simulation experimental study on influence of air velocity of air supply hood and exhaust hood with vertical push-pull ventilation.
J. Intell. Fuzzy Syst.
Lindong Liu, Jingwen Dai, Junwei Yang, Miao Jin, Wei Jiang, Xingyu Lu
2019 J jnl
Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards.
CoRR
Xingyu Lu, Stas Tiomkin, Pieter Abbeel
2019 J jnl
Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
CoRR
Ofir Nachum, Haoran Tang, Xingyu Lu, Shixiang Gu, Honglak Lee, Sergey Levine
2018 — conf
MISO Visible Light Communication System Utilizing MCMMA Aided Pre-convergence of STBC Decoding.
OFC
Liang Qiao, Xingyu Lu, Shangyu Liang, Nan Chi
2018 — conf
Non-linear Compensation of Multi-CAP VLC System Employing Pre-Distortion Base on Clustering of Machine Learning.
OFC
Xingyu Lu, Mingming Zhao, Liang Qiao, Nan Chi
2013 — conf
Semi-automated microRNA ontology development based on artificial neural networks.
BIBM
Jingshan Huang, Jiangbo Dang, Xingyu Lu, Min Xiong, William T. Gerthoffer, Ming Tan
2012 — conf
An ontology-based MicroRNA knowledge sharing and acquisition framework.
BIBM Workshops
Jingshan Huang, Xingyu Lu, Dejing Dou, William T. Gerthoffer, Jiangbo Dang, Judith A. Blake, Ming Tan