Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Authors: Chen, Qiguang, Qin, Libo, Liu, Jinhao, Peng, Dengyun, Guan, Jiannan, Wang, Peng, Hu, Mengkang, Zhou, Yuhang, Gao, Te, Che, Wanxiang

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.09567

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation

Authors: Hu, Mengkang, Chen, Tianxing, Zou, Yude, Lei, Yuheng, Chen, Qiguang, Li, Ming, Mu, Yao, Zhang, Hongyuan, Shao, Wenqi, Luo, Ping

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.13092

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model

Authors: Chen, Qiguang, Qin, Libo, Liu, Jinhao, Peng, Dengyun, Wang, Jiaqi, Hu, Mengkang, Chen, Zhi, Che, Wanxiang, Liu, Ting

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.03325

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective

Authors: Yu, Xinmiao, Feng, Xiaocheng, Li, Yun, Liao, Minghui, Yu, Ya-Qi, Feng, Xiachong, Zhong, Weihong, Chen, Ruihan, Hu, Mengkang, Wu, Jihao, Tu, Dandan, Tang, Duyu, Qin, Bing

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2412.17787

OpenTE: Open-Structure Table Extraction From Text

Authors: Dong, Haoyu, Hu, Mengkang, Xu, Qinyu, Wang, Haochen, Hu, Yue

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :10306-10310 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents

Authors: Chen, Junting, Yu, Checheng, Zhou, Xunzhe, Xu, Tianqi, Mu, Yao, Hu, Mengkang, Shao, Wenqi, Wang, Yikai, Li, Guohao, Shao, Lin

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Multiagent Systems, I.2.7, I.2.8, I.2.9, I.2.10

Access URL: http://arxiv.org/abs/2410.22662

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model

Authors: Hu, Mengkang, Chen, Tianxing, Chen, Qiguang, Mu, Yao, Shao, Wenqi, Luo, Ping

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2408.09559

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation

Authors: Hu, Mengkang, Zhao, Pu, Xu, Can, Sun, Qingfeng, Lou, Jianguang, Lin, Qingwei, Luo, Ping, Rajmohan, Saravan

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.00764

DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning

Authors: Gao, Zeyu, Mu, Yao, Qu, Jinye, Hu, Mengkang, Guo, Lingyue, Luo, Ping, Lu, Yanfeng

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.09953

Needle In A Multimodal Haystack

Authors: Wang, Weiyun, Zhang, Shuibo, Ren, Yiming, Duan, Yuchen, Li, Tiantong, Liu, Shuo, Hu, Mengkang, Chen, Zhe, Zhang, Kaipeng, Lu, Lewei, Zhu, Xizhou, Luo, Ping, Qiao, Yu, Dai, Jifeng, Shao, Wenqi, Wang, Wenhai

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.07230

AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Authors: Lai, Yao, Lee, Sungyoung, Chen, Guojin, Poddar, Souradip, Hu, Mengkang, Pan, David Z., Luo, Ping

Subject Terms: Computer Science - Machine Learning, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2405.14918

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering

Authors: Hu, Mengkang, Dong, Haoyu, Luo, Ping, Han, Shi, Zhang, Dongmei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.08099

RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis

Authors: Mu, Yao, Chen, Junting, Zhang, Qinglong, Chen, Shoufa, Yu, Qiaojun, Ge, Chongjian, Chen, Runjian, Liang, Zhixuan, Hu, Mengkang, Tao, Chaofan, Sun, Peize, Yu, Haibao, Yang, Chao, Shao, Wenqi, Wang, Wenhai, Dai, Jifeng, Qiao, Yu, Ding, Mingyu, Luo, Ping

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2402.16117

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models

Authors: Hu, Mengkang, Mu, Yao, Yu, Xinmiao, Ding, Mingyu, Wu, Shiguang, Shao, Wenqi, Chen, Qiguang, Wang, Bin, Qiao, Yu, Luo, Ping

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2310.08582

EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought

Authors: Mu, Yao, Zhang, Qinglong, Hu, Mengkang, Wang, Wenhai, Ding, Mingyu, Jin, Jun, Wang, Bin, Dai, Jifeng, Qiao, Yu, Luo, Ping

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.15021

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Authors: Zhou, Fan, Hu, Mengkang, Dong, Haoyu, Cheng, Zhoujun, Han, Shi, Zhang, Dongmei

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2205.12682