EMNLP 2026
Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents
Bin Wen, Ruoxuan Zhang, Yang Chen, Hongxia Xie, Lan-Zhe Guo
In: Findings of the Association for Computational Linguistics: EMNLP 2026
DualWorldBench: Can Agents Plan Deliveries across Symbolic and Grounded Worlds?
Yang Chen*, Bin Wen*, Danyang Peng, Hong-Jie You, Ziqiao Shang, Lan-Zhe Guo
Under Review
ACMMM 2025 CCF-A
CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation
Ruoxuan Zhang, Bin Wen, Hongxia Xie, Yi Yao, Songhan Zuo, Jian-Yu Jiang-Lin, Hong-Han Shuai, Wen-Huang Cheng
In: Proceedings of the ACM International Conference on Multimedia, 2025.
ACMMM 2025 CCF-A
RecipeGen: A Step-Aligned Multimodal Benchmark for Real-World Recipe Generation
Ruoxuan Zhang, Jidong Gao, Bin Wen, Hongxia Xie, Chenming Zhang, Hong-Han Shuai, Wen-Huang Cheng
In: Proceedings of the ACM International Conference on Multimedia, 2025.
ACMMM 2025 CCF-A
EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation
Cheng Zhang, Hongxia Xie, Bin Wen, Songhan Zuo, Ruoxuan Zhang, Wen-Huang Cheng
In: Proceedings of the ACM International Conference on Multimedia, 2025.
CVPR 2026 CCF-A
MindPower: Enabling Theory-of-Mind Reasoning in VLM-based Embodied Agents
Ruoxuan Zhang, Qiyun Zheng, Zhiyu Zhou, Ziqi Liao, Siyu Wu, Jian-Yu Jiang-Lin, Bin Wen, Hongxia Xie, Jianlong Fu, Wen-Huang Cheng
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025.
