TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. - Fan Zhou; Mengkang Hu; Haoyu Dong 001; Zhoujun Cheng; Fan Cheng 002; Shi Han; Dongmei Zhang 001 (EMNLP, 2022)

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. - Fan Zhou; Mengkang Hu; Haoyu Dong 001; Zhoujun Cheng; Shi Han; Dongmei Zhang 001 (CoRR, 2022)

EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought. - Yao Mu 001; Qinglong Zhang; Mengkang Hu; Wenhai Wang; Mingyu Ding; Jun Jin; Bin Wang 034; Jifeng Dai; Yu Qiao 001; Ping Luo 002 (NeurIPS, 2023)

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering. - Mengkang Hu; Haoyu Dong 001; Ping Luo 002; Shi Han; Dongmei Zhang 001 (LREC/COLING, 2024)

OpenTE: Open-Structure Table Extraction From Text. - Haoyu Dong 001; Mengkang Hu; Qinyu Xu; Haochen Wang; Yue Hu 002 (ICASSP, 2024)

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models. - Mengkang Hu; Yao Mu 001; Xinmiao Yu; Mingyu Ding; Shiguang Wu 004; Wenqi Shao; Qiguang Chen; Bin Wang 034; Yu Qiao 001; Ping Luo 002 (ICLR, 2024)

RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis. - Yao Mu 001; Junting Chen; Qinglong Zhang; Shoufa Chen; Qiaojun Yu; Chongjian Ge; Runjian Chen; Zhixuan Liang; Mengkang Hu; Chaofan Tao; Peize Sun; Haibao Yu; et al. (ICML, 2024)

Needle In A Multimodal Haystack. - Weiyun Wang; Shuibo Zhang; Yiming Ren; Yuchen Duan; Tiantong Li; Shuo Liu; Mengkang Hu; Zhe Chen 017; Kaipeng Zhang; Lewei Lu; Xizhou Zhu; Ping Luo 002; et al. (NeurIPS, 2024)

DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning. - Zeyu Gao; Yao Mu 001; Jinye Qu; Mengkang Hu; Lingyue Guo; Ping Luo 002; Yanfeng Lu (CoRR, 2024)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. - Mengkang Hu; Pu Zhao 004; Can Xu; Qingfeng Sun; Jianguang Lou; Qingwei Lin; Ping Luo 002; Saravan Rajmohan; Dongmei Zhang 001 (CoRR, 2024)

EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents. - Junting Chen; Checheng Yu; Xunzhe Zhou; Tianqi Xu; Yao Mu 001; Mengkang Hu; Wenqi Shao; Yikai Wang; Guohao Li 013; Lin Shao 002 (CoRR, 2024)

AnalogCoder: Analog Circuit Design via Training-Free Code Generation. - Yao Lai; Sungyoung Lee 004; Guojin Chen; Souradip Poddar; Mengkang Hu; David Z. Pan; Ping Luo 002 (AAAI, 2025)

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective. - Xinmiao Yu; Xiaocheng Feng; Yun Li; Minghui Liao; Ya-Qi Yu; Xiachong Feng; Weihong Zhong; Ruihan Chen; Mengkang Hu; Jihao Wu; Duyu Tang; Dandan Tu; et al. (AAAI, 2025)

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model. - Mengkang Hu; Tianxing Chen; Qiguang Chen; Yao Mu 001; Wenqi Shao; Ping Luo 002 (ACL (1), 2025)

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation. - Mengkang Hu; Tianxing Chen; Yude Zou; Yuheng Lei; Qiguang Chen; Ming Li; Yao Mu 001; Hongyuan Zhang 001; Wenqi Shao; Ping Luo 002 (ACL (Findings), 2025)

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System. - Peng Wang 168; Ruihan Tao; Qiguang Chen; Mengkang Hu; Libo Qin 001 (ACL (Findings), 2025)

EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents. - Junting Chen; Checheng Yu; Xunzhe Zhou; Tianqi Xu; Yao Mu 001; Mengkang Hu; Wenqi Shao; Yikai Wang; Guohao Li 013; Lin Shao 002 (ICLR, 2025)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. - Mengkang Hu; Pu Zhao 004; Can Xu; Qingfeng Sun; Jian-Guang Lou; Qingwei Lin; Ping Luo 002; Saravan Rajmohan (KDD (1), 2025)

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiaqi Wang 012; Mengkang Hu; Zhi Chen 006; Wanxiang Che; Ting Liu 001 (CoRR, 2025)

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiannan Guan; Peng Wang 168; Mengkang Hu; Yuhang Zhou; Te Gao; Wanxiang Che (CoRR, 2025)

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. - Mengkang Hu; Yuhang Zhou; Wendong Fan; Yuzhou Nie; Bowei Xia; Tao Sun; Ziyu Ye; Zhaoxuan Jin; Yingru Li; Qiguang Chen; Zeyu Zhang; Yifeng Wang; et al. (CoRR, 2025)

Truly Assessing Fluid Intelligence of Large Language Models through Dynamic Reasoning Evaluation. - Yue Yang; MingKang Chen; Qihua Liu; Mengkang Hu; Qiguang Chen; Gengrui Zhang; Shuyue Hu; Guangtao Zhai; Yu Qiao 001; Yu Wang 002; Wenqi Shao; Ping Luo 002 (CoRR, 2025)

OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis. - Junting Chen; Haotian Liang; Lingxiao Du; Weiyun Wang; Mengkang Hu; Yao Mu 001; Wenhai Wang; Jifeng Dai; Ping Luo 002; Wenqi Shao; Lin Shao 002 (CoRR, 2025)

RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation. - Tianxing Chen; Zanxin Chen; Baijun Chen; Zijian Cai; Yibin Liu; Qiwei Liang; Zixuan Li; Xianliang Lin; Yiheng Ge; Zhenyu Gu; Weiliang Deng; Yubin Guo; et al. (CoRR, 2025)

AI4Research: A Survey of Artificial Intelligence for Scientific Research. - Qiguang Chen; Ming-Hsuan Yang 001; Libo Qin 001; Jinhao Liu; Zheng Yan; Jiannan Guan; Dengyun Peng; Yiyan Ji; Hanjing Li; Mengkang Hu; Yimeng Zhang; Yihao Liang; et al. (CoRR, 2025)

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence. - Huan-ang Gao; Jiayi Geng; Wenyue Hua; Mengkang Hu; Xinzhe Juan; Hongzhang Liu; Shilong Liu; Jiahao Qiu; Xuan Qi; Yiran Wu; Hongru Wang 003; Han Xiao; et al. (CoRR, 2025)

AnalogCoder-Pro: Unifying Analog Circuit Generation and Optimization via Multi-modal LLMs. - Yao Lai; Souradip Poddar; Sungyoung Lee 004; Guojin Chen; Mengkang Hu; Bei Yu 001; Ping Luo 002; David Z. Pan (CoRR, 2025)

HyCodePolicy: Hybrid Language Controllers for Multimodal Monitoring and Decision in Embodied Agents. - Yibin Liu; Zhixuan Liang; Zanxin Chen; Tianxing Chen; Mengkang Hu; Wanxi Dong; Congsheng Xu; Zhaoming Han; Yusen Qin; Yao Mu 001 (CoRR, 2025)

AutoPR: Let's Automate Your Academic Promotion! - Qiguang Chen; Zheng Yan; Ming-Hsuan Yang 001; Libo Qin 001; Yixin Yuan; Hanjing Li; Jinhao Liu; Yiyan Ji; Dengyun Peng; Jiannan Guan; Mengkang Hu; Yantao Du; et al. (CoRR, 2025)

The Universal Landscape of Human Reasoning. - Qiguang Chen; Jinhao Liu; Libo Qin 001; Yimeng Zhang; Yihao Liang; Shangxu Ren; Chengyu Luan; Dengyun Peng; Hanjing Li; Jiannan Guan; Zheng Yan; Jiaqi Wang 012; et al. (CoRR, 2025)