Integrating Planning into Single-Turn Long-Form Text Generation.
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CoRR, 2024
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.
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Proceedings of the Forty-first International Conference on Machine Learning, 2024
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.
CoRR, 2023
Learning Contextual Bandits Through Perturbed Rewards.
CoRR, 2022
Learning Neural Ranking Models Online from Implicit User Feedback.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Learning Neural Contextual Bandits through Perturbed Rewards.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank.
CoRR, 2021
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Interactive Information Retrieval with Bandit Feedback.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Vector Field Model for Trajectory Data and Its Application in Similarity Query.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
A Tree-Structured Neural Network Model for Household Energy Breakdown.
Proceedings of the World Wide Web Conference, 2019
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Active Collaborative Sensing for Energy Breakdown.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018