TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting. - Huazhang Hu; Sixun Dong; Yiqun Zhao; Dongze Lian; Zhengxin Li; Shenghua Gao (CVPR, 2022)

Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos. - Sixun Dong; Huazhang Hu; Dongze Lian; Weixin Luo; Yicheng Qian; Shenghua Gao (CVPR, 2023)

RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation. - Yiqun Zhao; Zibo Zhao; Jing Li 117; Sixun Dong; Shenghua Gao (3DV, 2024)

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning. - Chenyu Wang; Weixin Luo; Qianyu Chen; Haonan Mai; Jindi Guo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (CoRR, 2024)

MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning. - Chenyu Wang; Weixin Luo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (WACV, 2025)

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. - Dongjie Wang; Yanyong Huang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Tao Zhe; Kunpeng Liu 001; Meng Xiao 001; Pengfei Wang 008; Pengyang Wang; et al. (CoRR, 2025)

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. - Wangyang Ying; Cong Wei; Nanxu Gong; Xinyuan Wang 011; Haoyue Bai 002; Arun Vignesh Malarkkan; Sixun Dong; Dongjie Wang; Denghui Zhang; Yanjie Fu (CoRR, 2025)

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming. - Nanxu Gong; Xinyuan Wang 011; Wangyang Ying; Haoyue Bai 002; Sixun Dong; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories. - Nanxu Gong; Sixun Dong; Haoyue Bai 002; Xinyuan Wang 011; Wangyang Ying; Yanjie Fu (CoRR, 2025)

Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation. - Nanxu Gong; Zijun Li; Sixun Dong; Haoyue Bai 002; Wangyang Ying; Xinyuan Wang 011; Yanjie Fu (CoRR, 2025)

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback. - Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage. - Haoyue Bai 002; Guodong Chen 002; Wangyang Ying; Xinyuan Wang 011; Nanxu Gong; Sixun Dong; Giulia Pedrielli; Haoyu Wang; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. - Xinyuan Wang 011; Dongjie Wang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Sixun Dong; Kunpeng Liu 001; Yanjie Fu (CoRR, 2025)

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation. - Xinyuan Wang 011; Haoyue Bai 002; Nanxu Gong; Wangyang Ying; Sixun Dong; Xiquan Cui; Yanjie Fu (CoRR, 2025)

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives. - Sixun Dong; Wei Fan 010; Teresa Wu; Yanjie Fu (CoRR, 2025)