Applying Graph Explanation to Operator Fusion.
CoRR, January, 2025
FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Achieving Complex Image Edits via Function Aggregation with Diffusion Models.
CoRR, 2024
CASCO: Cascaded Co-Optimization for Holistic Neural Network Acceleration.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024
Building Optimal Neural Architectures Using Interpretable Knowledge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
A General-Purpose Transferable Predictor for Neural Architecture Search.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning.
CoRR, 2021
Exploring Neural Architecture Search Space via Deep Deterministic Sampling.
IEEE Access, 2021
Generative Adversarial Neural Architecture Search.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Story Forest: Extracting Events and Telling Stories from Breaking News.
ACM Trans. Knowl. Discov. Data, 2020
Meta-Learning for Query Conceptualization at Web Scale.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Inferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network.
Proceedings of the World Wide Web Conference, 2019
A Deep Generative Approach to Search Extrapolation and Recommendation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Matching Natural Language Sentences with Hierarchical Sentence Factorization.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
MIX: Multi-Channel Information Crossing for Text Matching.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018