Sample-Efficient Alignment for LLMs.
CoRR, 2024
Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling.
CoRR, 2024
Towards Neural Network based Cognitive Models of Dynamic Decision-Making by Humans.
CoRR, 2024
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning.
CoRR, 2024
Bootstrapping Language Models with DPO Implicit Rewards.
CoRR, 2024
Empathetic Response Generation with Relation-aware Commonsense Knowledge.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Uncovering Safety Risks of Large Language Models through Concept Activation Vector.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Prototypical Reward Network for Data-Efficient RLHF.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring.
IEEE Trans. Cloud Comput., 2023
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Semi-Offline Reinforcement Learning for Optimized Text Generation.
Proceedings of the International Conference on Machine Learning, 2023
Multi-UAV-Enabled Integrated Sensing and Communications: Joint UAV Placement and Power Control.
Proceedings of the IEEE Globecom Workshops 2023, 2023
Sam's Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT.
IEEE Trans. Medical Imaging, 2022
Hybrid tabu search algorithm for unrelated parallel machine scheduling in semiconductor fabs with setup times, job release, and expired times.
Comput. Ind. Eng., 2022
Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Diameter-Aware Extreme Group Queries.
IEEE Access, 2018
Interpretation-oriented information interface for manufacturing enterprises.
Int. J. Comput. Appl. Technol., 2016
Multiple views system to support awareness for cooperative design.
Comput. Aided Des., 2015