Pengcheng He
Orcid: 0000-0002-4114-2430
According to our database1,
Pengcheng He
authored at least 81 papers
between 2012 and 2024.
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Bibliography
2024
Parameter Control Framework for Multiobjective Evolutionary Computation Based on Deep Reinforcement Learning.
Int. J. Intell. Syst., 2024
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
A novel competitive constrained dual-archive dual-stage evolutionary algorithm for constrained multiobjective optimization.
Swarm Evol. Comput., December, 2023
Do you really follow me? Adversarial Instructions for Evaluating the Robustness of Large Language Models.
CoRR, 2023
Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system.
CoRR, 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization.
CoRR, 2023
CoRR, 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.
CoRR, 2023
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation.
Proceedings of the International Conference on Machine Learning, 2023
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Experiences and Lessons Learned From DR Resources Participating in the US and UK Capacity Markets: Mechanisms, Status, Dilemmas and Recommendations.
IEEE Access, 2022
Proceedings of the Advances in Swarm Intelligence - 13th International Conference, 2022
An Improved Particle Swarm Optimization Algorithm for Irregular Flight Recovery Problem.
Proceedings of the Advances in Swarm Intelligence - 13th International Conference, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
A Learned Multi-objective Bacterial Foraging Optimization Algorithm with Continuous Deep Q-Learning.
Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022
A Zeroth-Order Block Coordinate Gradient Descent Method For Cellular Network Optimization.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance.
Proceedings of the International Conference on Machine Learning, 2022
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
A Novel Image Encryption Algorithm Based on the Delayed Maps and Permutation-Confusion-Diffusion Architecture.
Secur. Commun. Networks, 2021
CoRR, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Irregular Flight Timetable Recovery Under COVID-19: An Approach Based on Genetic Algorithm.
Proceedings of the Data Mining and Big Data - 6th International Conference, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding.
CoRR, 2019
IEEE Access, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Symmetry, 2018
2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
2014
Proceedings of the IEEE 3rd International Conference on Cloud Computing and Intelligence Systems, 2014
2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012