Multimodal Phased Transformer for Sentiment Analysis. - Junyan Cheng; Iordanis Fostiropoulos; Barry W. Boehm; Mohammad Soleymani 001 (EMNLP (1), 2021)

GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization. - Junyan Cheng; Iordanis Fostiropoulos; Barry W. Boehm (CoRR, 2021)

Graph Conditioned Sparse-Attention for Improved Source Code Understanding. - Junyan Cheng; Iordanis Fostiropoulos; Barry W. Boehm (CoRR, 2021)

On the Transition from Neural Representation to Symbolic Knowledge. - Junyan Cheng; Peter Chin 001 (CoRR, 2023)

Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds. - Omey M. Manyar; Junyan Cheng; Reuben Levine; Vihan Krishnan; Jernej Barbic; Satyandra K. Gupta (J. Comput. Inf. Sci. Eng., 2023)

SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series. - Junyan Cheng; Peter Chin 001 (ICLR, 2024)

Bridging Neural and Symbolic Representations with Transitional Dictionary Learning. - Junyan Cheng; Peter Chin 001 (ICLR, 2024)

AAPM: Large Language Model Agent-based Asset Pricing Models. - Junyan Cheng; Peter Chin 001 (CoRR, 2024)

Language Modeling by Language Models. - Junyan Cheng; Peter Clark; Kyle Richardson 001 (CoRR, 2025)