| 2026 | ACL | Why Can Distillation Work with Limited Resources? A Systematic Study. | Xiao Hu, Xingyu Lu, Liyuan Mao, Yifan Zhang, Tianke Zhang, Bin Wen, Fan Yang, Tingting Gao, Guorui Zhou |
| 2026 | ACL | Synergizing Stylometrics with Semantics: Dual-Path Framework for LLM Detection and Attribution. | Xingyu Lu, Yumeng Ma, Xiang Zhou, Shengli Gan, Guiying Deng, Yang Wen, Yanbing Liu |
| 2026 | ACL | Crossroads of Optimization under Uncertainty: How to Choose the Optimal Model. | Chengxi She, Zhiqiang Chen, Xingyu Lu, Caihua Chen, Piaoyang Zhao, Xuedong Wang |
| 2026 | ACL | SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs. | Jie Sun, Yu Liu, Lu Han, Qiwen Deng, Xiang Shu, Yang Xiao, Lintao Ma, Xingyu Lu, Jun Zhou, Pengfei Liu, Jiancan Wu, Xiang Wang |
| 2026 | ICDE | Tackling Workload Forecasting Challenges with an Offline-Online Dynamic Framework. | Jian Jiang, Yu Liu, Jia Li, Lu Han, Wei Lu, Qiwen Deng, Zhibo Zhu, Xingyu Lu, Lintao Ma |
| 2025 | ACL | Robust Preference Optimization via Dynamic Target Margins. | Jie Sun, Junkang Wu, Jiancan Wu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Lintao Ma, Xiang Wang |
| 2025 | COLING | InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery. | He Cao, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li |
| 2025 | EMNLP | LaMP-Val: Large Language Models Empower Personalized Valuation in Auction. | Jie Sun, Tianyu Zhang, Houcheng Jiang, Kexin Huang, Xiang Shu, Zhibo Zhu, Lintao Ma, Xingyu Lu, Jun Zhou, Junkang Wu, Chi Luo, An Zhang, Jiancan Wu, Xiang Wang |
| 2025 | ICASSP | Multi-Head Auto-Correlation Attention Networks for Session-based Social Recommendation. | Mengying Lu, Xingyu Lu, Hai-Tao Zheng, Zhao Wei, Yong Xu, Bingxu An |
| 2025 | ICLR | LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch. | Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu |
| 2025 | KDD | ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences. | Xingyu Lu, Jinpeng Wang, Jieming Zhu, Zhicheng Zhang, Deqing Zou, Hai-Tao Zheng, Shu-Tao Xia, Rui Zhang |
| 2025 | KDD | VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform. | 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 | SIGIR | ULP: Unlabeled Location Prediction from Text. | Xi He, Yilin Liu, Yijie Sun, Xin Xing, Xingyu Lu, Yanbing Liu |
| 2025 | TrustCom | FABA: Breaking Defenses in Production-Grade Federated Learning for Mobile Malware Detection Services. | Xingyu Lu, Yang Cao |
| 2025 | TrustCom | Adaptive Neuron Honeypot: Trapping Malicious Backdoors in Federated Learning. | Xingyu Lu, Yang Cao |
| 2024 | CIKM | Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting. | Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou |
| 2024 | CIKM | RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay. | Hanjie Li, Yue Ning, Yang Bao, Changsheng Li, Boxiao Chen, Xingyu Lu, Ye Yuan, Guoren Wang |
| 2024 | COCOA | An Equally-Split Bin Packing Problem. | Ding Zou, Jiayi Lian, Wei Lu, Yichao Duan, Xingyu Lu, Jun Zhou, Yuchen Mao, Guochuan Zhang |
| 2024 | EMNLP | MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension. | Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li |
| 2024 | EMNLP | Scaling Laws for Fact Memorization of Large Language Models. | Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu |
| 2024 | ICASSP | Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm. | Boqi Dai, Kai Ouyang, Jun Yuan, Miaoxin Chen, Xingyu Lu, Weiwen Liu, Rui Zhang, Hai-Tao Zheng |
| 2024 | IGARSS | A Multi-Frame Super-Resolution Imaging Method for Forward-Looking Scanning Radar. | Ke Tan, Shengqi Zhou, Xingyu Lu, Jianchao Yang, Hong Gu, Weimin Su |
| 2024 | IGARSS | RFI Source Localization for SAR: Method and Experiment based on GaoFen-3. | Shengqi Zhou, Guang Hu, Jingqiao Wang, Qi Chen, Junpeng Du, Xingyu Lu, Zhichuan Wang, Jianchao Yang, Ke Tan, Hong Gu, Weimin Su |
| 2024 | IGARSS | A New Method of Noise Frequency Modulated Interference Suppression for SAR. | Lunhao Duan, Xingyu Lu, Shengqi Zhou, Jianchao Yang, Ke Tan, Zheng Dai, Wenchao Yu, Wenbin Zhu, Hong Gu |
| 2024 | KDD | LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment. | Yongfeng Gu, Yupeng Wu, Huakang Lu, Xingyu Lu, Hong Qian, Jun Zhou, Aimin Zhou |
| 2024 | KDD | Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim. | Yupeng Wu, Zhibo Zhu, Chaoyi Ma, Hong Qian, Xingyu Lu, Yangwenhui Zhang, Xiaobo Qin, Binjie Fei, Jun Zhou, Aimin Zhou |
| 2024 | NAACL | Leveraging Contextual Information for Effective Entity Salience Detection. | Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro |
| 2023 | ADMA | Supervised Discriminative Discrete Hashing for Cross-Modal Retrieval. | Xingyu Lu, Chi-Man Pun |
| 2023 | AISTATS | Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity. | Xingyu Lu, Hasin Us Sami, Basak Gler |
| 2023 | ICASSP | Locality Preserving Multiview Graph Hashing For Large Scale Remote Sensing Image Search. | Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun |
| 2023 | IJCAI | GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System. | Xingyu Lu, Zhining Liu, Yanchu Guan, Hongxuan Zhang, Chenyi Zhuang, Wenqi Ma, Yize Tan, Jinjie Gu, Guannan Zhang |
| 2023 | ISIT | Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training. | Xingyu Lu, Basak Gler |
| 2023 | SIGIR | GreenSeq: Automatic Design of Green Networks for Sequential Recommendation Systems. | Yankun Ren, Xinxing Yang, Xingyu Lu, Longfei Li, Jun Zhou, Jinjie Gu, Guannan Zhang |
| 2022 | ICML | Multi-slots Online Matching with High Entropy. | Xingyu Lu, Qintong Wu, Wenliang Zhong |
| 2021 | IGARSS | A Super-Resolution Imaging Method for Real-Aperture Scanning Radar Based on MRF Prior Model. | Ke Tan, Jianchao Yang, Xingyu Lu, Weiming Su, Hong Gu |
| 2021 | IGARSS | Autofocus Method for Sparse Aperture ISAR Based on L0 Norm and NLTV Regularization. | Jianchao Yang, Xingyu Lu, Zheng Dai, Ke Tan, Wenchao Yu |
| 2021 | IGARSS | Surface Deformation Analysis in Jiuzhaigou, China Using SBAS-InSAR Technique. | Xingyu Lu, Taoli Yang, Zhidong Wang, Wei Tang |
| 2021 | SDM | Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding. | Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra |
| 2019 | IGARSS | An Novel Imaging Algorithm for MEB SAR Systems With Channel Errors. | Yong Zhang, Taoli Yang, Xingyu Lu |