2025
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
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CoRR, May, 2025
AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM Agents.
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CoRR, April, 2025
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
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Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025
2024
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges.
CoRR, 2024
Hierarchical Query Classification in E-commerce Search.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Session-Aware Product filter Ranking in E- Commerce Search.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024
Exploring Query Understanding for Amazon Product Search.
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Proceedings of the IEEE International Conference on Big Data, 2024
2023
Street surface condition of wealthy and poor neighborhoods: the case of Los Angeles.
AI Soc., June, 2023
Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain.
CoRR, 2023
A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Exploiting Intent Evolution in E-commercial Query Recommendation.
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Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
ALLIE: Active Learning on Large-scale Imbalanced Graphs.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
KETCH: Knowledge Graph Enhanced Thread Recommendation in Healthcare Forums.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
2021
Cross-lingual COVID-19 Fake News Detection.
Proceedings of the 2021 International Conference on Data Mining, 2021
2020
CoAID: COVID-19 Healthcare Misinformation Dataset.
CoRR, 2020
DETERRENT: Knowledge Guided Graph Attention Network for Detecting Healthcare Misinformation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
CONAN: Complementary Pattern Augmentation for Rare Disease Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Learning from label proportions with pinball loss.
Int. J. Mach. Learn. Cybern., 2019
Multi-view collective tensor decomposition for cross-modal hashing.
Int. J. Multim. Inf. Retr., 2019
Warning Signs in Communicating the Machine Learning Detection Results of Misinformation with Individuals.
CoRR, 2019
dEFEND: Explainable Fake News Detection.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
dEFEND: A System for Explainable Fake News Detection.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
SAME: sentiment-aware multi-modal embedding for detecting fake news.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Fake News Detection with Deep Diffusive Network Model.
CoRR, 2018
EgoCoder: Intelligent Program Synthesis with Hierarchical Sequential Neural Network Model.
CoRR, 2018
GEN Model: An Alternative Approach to Deep Neural Network Models.
CoRR, 2018
Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models.
CoRR, 2018
Deep Loopy Neural Network Model for Graph Structured Data Representation Learning.
CoRR, 2018
On Deep Ensemble Learning from a Function Approximation Perspective.
CoRR, 2018
GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization.
CoRR, 2018
SEGEN: Sample-Ensemble Genetic Evolutional Network Model.
CoRR, 2018
Multi-view Collective Tensor Decomposition for Cross-modal Hashing.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
Multi-View Fusion Through Cross-Modal Retrieval.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
A novel clustering-based image segmentation via density peaks algorithm with mid-level feature.
Neural Comput. Appl., 2017
Learning with label proportions based on nonparallel support vector machines.
Knowl. Based Syst., 2017
LATTE: Application Oriented Network Embedding.
CoRR, 2017
BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Inverse extreme learning machine for learning with label proportions.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Real Time Social Attitude Expression Prediction.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
2016
Automatic Road Crack Detection Using Random Structured Forests.
IEEE Trans. Intell. Transp. Syst., 2016
Laplacian SVM for Learning from Label Proportions.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
2015
Personalized Financial News Recommendation Algorithm Based on Ontology.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015
Image Segmentation via Improving Clustering Algorithms with Density and Distance.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015
Supervised Object Boundary Detection Based on Structured Forests.
Proceedings of the Data Science - Second International Conference, 2015
Pavement Distress Detection Using Random Decision Forests.
Proceedings of the Data Science - Second International Conference, 2015
Pedestrian Detection Using Privileged Information.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
2014
A Method based on One-class SVM for News Recommendation.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014
A Hierarchy Method Based on LDA and SVM for News Classification.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014