2025
Learning to break: Knowledge-enhanced reasoning in multi-agent debate system.
Neurocomputing, 2025
Integrating single-cell multi-omics data through self-supervised clustering.
Appl. Soft Comput., 2025
2024
Deciphering cell types by integrating scATAC-seq data with genome sequences.
Nat. Comput. Sci., April, 2024
AdaNAS: Adaptively Postprocessing With Self-Supervised Neural Architecture Search for Ensemble Rainfall Forecasts.
IEEE Trans. Geosci. Remote. Sens., 2024
Exploring low-resource medical image classification with weakly supervised prompt learning.
Pattern Recognit., 2024
PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis.
CoRR, 2024
Intensive Vision-guided Network for Radiology Report Generation.
CoRR, 2024
CodeSwap: Symmetrically Face Swapping Based on Prior Codebook.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Stable Diffusion Segmentation for Biomedical Images with Single-Step Reverse Process.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models.
,
,
,
,
,
,
,
,
,
,
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Bailando++: 3D Dance GPT With Choreographic Memory.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
Knowledge-Aware Global Reasoning for Situation Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Identifying B-cell epitopes using AlphaFold2 predicted structures and pretrained language model.
Bioinform., April, 2023
Identifying spatial domain by adapting transcriptomics with histology through contrastive learning.
Briefings Bioinform., March, 2023
AdaNAS: Adaptively Post-processing with Self-supervised Neural Architecture Search for Ensemble Rainfall Forecasts.
CoRR, 2023
Apollo's Oracle: Retrieval-Augmented Reasoning in Multi-Agent Debates.
CoRR, 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications.
CoRR, 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.
,
,
,
,
,
,
,
,
,
,
CoRR, 2023
A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
CoRR, 2023
2022
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data.
CoRR, 2022
Spatial transcriptomics prediction from histology jointly through Transformer and graph neural networks.
Briefings Bioinform., 2022
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
A Meta-learning based Graph-Hierarchical Clustering Method for Single Cell RNA-Seq Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Hybrid Reasoning Network for Video-based Commonsense Captioning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Deep Animation Video Interpolation in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Single Image De-noising via Staged Memory Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
2019
Heterogeneous Graph Learning for Visual Commonsense Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Gradual Network for Single Image De-raining.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Layout-Graph Reasoning for Fashion Landmark Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2006
Resource Bound Safety in Grid Computing.
Proceedings of the 2006 IEEE International Symposium on Secure Software Engineering, 2006
2003
Formal Specification and Verification of Resource Bound Security Using PVS.
Proceedings of the Software Security, 2003
2002
TINMAN: A Resource Bound Security Checking System for Mobile Code.
Proceedings of the Computer Security, 2002
Enforcing Resource Bound Safety for Mobile SNMP Agents.
Proceedings of the 18th Annual Computer Security Applications Conference (ACSAC 2002), 2002