Shang, Jingbo

A comparative atlas of single-cell chromatin accessibility in the human brain

Li, Y. E., Preissl, S., Miller, M., Johnson, N. D., Wang, Z., Jiao, H., Zhu, C., Wang, Z., Xie, Y., Poirion, O., et al. (2023) · Science

Genomics and Chromatin DynamicsSingle-cell and spatial transcriptomics

Cited by 173

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Zhong, L., Wang, Z., & Shang, J. (2024) · arXiv

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 69

TARNet: Task-Aware Reconstruction for Time-Series Transformer

Chowdhury, R. R., Zhang, X., Shang, J., Gupta, R. K., & Hong, D. (2022) · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Time Series Analysis and ForecastingStock Market Forecasting Methods

Cited by 68

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

Liu, L., Ren, X., Shang, J., Gu, X., Peng, J., & Han, J. (2018) · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

Topic ModelingAdvanced Neural Network Applications

Cited by 45

Goal-Driven Explainable Clustering via Language Descriptions

Wang, Z., Shang, J., & Zhong, R. (2023) · arXiv

Topic ModelingAdvanced Clustering Algorithms Research

Cited by 24

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Wang, Z., Wang, Z., Le, L., Zheng, H. S., Mishra, S., Perot, V., Zhang, Y., Mattapalli, A., Taly, A., Shang, J., et al. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 9

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks

Peng, L., Wang, Z., Yao, F., Wang, Z., & Shang, J. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 6

The Price of Format: Diversity Collapse in LLMs

Yun, L., An, C., Wang, Z., Peng, L., & Shang, J. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 5

MEMORYLLM: Towards Self-Updatable Large Language Models

Wang, Y., Gao, Y., Chen, X., Jiang, H., Li, S., Yang, J., Yin, Q., Li, Z., Li, X., Yin, B., et al. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 4

OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation

Wang, Z., Cui, Y., Zhong, L., Zhang, Z., Yin, D., Lin, B. Y., & Shang, J. (2024) · arXiv

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 0

Critique Ability of Large Language Models

Luo, L., Lin, Z., Liu, Y., Shu, L., Zhu, Y., Shang, J., & Meng, L. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0