Lang Cao

According to our database, Lang Cao authored at least 29 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World.

Hanbing Liu, Lang Cao, Yang Li

CoRR, April, 2026

SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chain Management.

Shengyue Guan, Yihao Liu, Lang Cao

CoRR, February, 2026

EHR-RAG: Bridging Long-Horizon Structured Electronic Health Records and Large Language Models via Enhanced Retrieval-Augmented Generation.

Lang Cao, Qingyu Chen, Yue Guo

CoRR, January, 2026

TreeAdv: Tree-Structured Advantage Redistribution for Group-Based RL.

Lang Cao, Hui Ruan, Yongqian Li, Peng Chao, Wu Ning, Haonan Song, Renhong Chen, Yitong Li

CoRR, January, 2026

2025

Chain-of-Alpha: Unleashing the Power of Large Language Models for Alpha Mining in Quantitative Trading.

Lang Cao, Zekun Xi, Long Liao, Ziwei Yang, Zheng Cao

CoRR, August, 2025

Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning.

Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang

CoRR, June, 2025

SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning.

Yihao Liu, Shuocheng Li, Lang Cao, Yuhang Xie, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang

CoRR, June, 2025

Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models.

Lang Cao, Jingxian Xu, Hanbing Liu, Jinyu Wang, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang

CoRR, May, 2025

Process Reward Modeling with Entropy-Driven Uncertainty.

Lang Cao, Renhong Chen, Yingtian Zou, Chao Peng, Wu Ning, Huacong Xu, Qian Chen, Yuxian Wang, Peishuo Su, Mofan Peng, Zijie Chen, Yitong Li

CoRR, March, 2025

DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning.

Pengcheng Jiang, Jiacheng Lin, Lang Cao, Runchu Tian, SeongKu Kang, Zifeng Wang, Jimeng Sun, Jiawei Han

CoRR, March, 2025

RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation.

Pengcheng Jiang, Lang Cao, Ruike Zhu, Minhao Jiang, Yunyi Zhang, Jimeng Sun, Jiawei Han

CoRR, February, 2025

TableMaster: A Recipe to Advance Table Understanding with Language Models.

Lang Cao

CoRR, January, 2025

A foundation model for human-AI collaboration in medical literature mining.

Zifeng Wang, Lang Cao, Qiao Jin, Joey Chan, Nicholas Wan, Behdad Afzali, Hyunjin Cho, Changin Choi, Mehdi Emamverdi, Manjot K. Gill, Sun-Hyung Kim, Yijia Li, Yi Liu, Hanley Ong, Justin F. Rousseau, Irfan Sheikh, Jenny J. Wei, Ziyang Xu, Christopher M. Zallek, Kyungsang Kim, Yifan Peng, Zhiyong Lu, Jimeng Sun

CoRR, January, 2025

Accelerating clinical evidence synthesis with large language models.

Zifeng Wang, Lang Cao, Benjamin P. Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun

npj Digit. Medicine, 2025

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning.

Lang Cao, Yingtian Zou, Chao Peng, Renhong Chen, Wu Ning, Yitong Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.

Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

2024

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning.

Lang Cao, Chao Peng, Yitong Li

CoRR, 2024

Accelerating Clinical Evidence Synthesis with Large Language Models.

Zifeng Wang, Lang Cao, Benjamin P. Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun

CoRR, 2024

AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models.

Lang Cao, Jimeng Sun, Adam Cross

CoRR, 2024

KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge.

Pengcheng Jiang, Lang Cao, Cao (Danica) Xiao, Parminder Bhatia, Jimeng Sun, Jiawei Han

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

PILOT: Legal Case Outcome Prediction with Case Law.

Lang Cao, Zifeng Wang, Cao Xiao, Jimeng Sun

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism.

Lang Cao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Enhancing Reasoning Capabilities of Large Language Models: A Graph-Based Verification Approach.

Lang Cao

CoRR, 2023

DiagGPT: An LLM-based Chatbot with Automatic Topic Management for Task-Oriented Dialogue.

Lang Cao

CoRR, 2023

AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining.

Lang Cao

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2021

An Improved Optical Positioning System With LED Selection.

Lang Cao, Bingcheng Zhu, Zaichen Zhang, Lei Wang, Liang Wu, Jian Dang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

CBCP: A Method of Causality Extraction from Unstructured Financial Text.

Lang Cao, Shihuang Zhang, Juxing Chen

Proceedings of the NLPIR 2021: 5th International Conference on Natural Language Processing and Information Retrieval, Sanya, China, December 17, 2021

Clustering of Functionally Related Genes Using Machine Learning Techniques.

Yujing Xue, Lang Cao

Proceedings of the ICCDA 2021: The 5th International Conference on Compute and Data Analysis, 2021

2013

Detecting community structure of networks using evolutionary coordination games.

Lang Cao, Xiang Li, Lin Han

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013