Leveraging Text Representation and Face-head Tracking for Long-form Multimodal Semantic Relation Understanding. - Raksha Ramesh; Vishal Anand; Zifan Chen; Yifei Dong 002; Yun Chen; Ching-Yung Lin (ACM Multimedia, 2022)

SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions. - Zhi-Qi Cheng; Yifei Dong 002; Aike Shi; Wei Liu 015; Yuzhi Hu; Jason O'Connor; Alexander G. Hauptmann; Kate Whitefoot (EMNLP (Industry Track), 2024)

Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. - Heng Li; Minghan Li; Zhi-Qi Cheng; Yifei Dong 002; Yuxuan Zhou 004; Jun-Yan He; Qi Dai 001; Teruko Mitamura; Alexander G. Hauptmann (NeurIPS, 2024)

Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions. - Yifei Dong 002; Fengyi Wu; Sanjian Zhang; Guangyu Chen; Yuzhi Hu; Masumi Yano; Jingdong Sun; Siyu Huang; Feng Liu; Qi Dai 001; Zhi-Qi Cheng (CVPR Workshops, 2025)

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models. - Yuxiang Lin; Jingdong Sun; Zhi-Qi Cheng; Jue Wang; Haomin Liang; Zebang Cheng; Yifei Dong 002; Jun-Yan He; Xiaojiang Peng; Xian-Sheng Hua 001 (CVPR Workshops, 2025)

Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment. - Yifei Dong 002; Fengyi Wu; Kunlin Zhang; Yilong Dai; Sanjian Zhang; Wanghao Ye; Sihan Chen; Zhi-Qi Cheng (EMNLP (Findings), 2025)

MaxSup: Overcoming Representation Collapse in Label Smoothing. - Yuxuan Zhou 004; Heng Li; Zhi-Qi Cheng; Xudong Yan; Yifei Dong 002; Mario Fritz; Margret Keuper (NeurIPS, 2025)

HA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard. - Yifei Dong 002; Fengyi Wu; Qi He 007; Heng Li; Minghan Li; Zebang Cheng; Yuxuan Zhou 004; Jingdong Sun; Qi Dai 001; Zhi-Qi Cheng; Alexander G. Hauptmann (CoRR, 2025)

GoViG: Goal-Conditioned Visual Navigation Instruction Generation. - Fengyi Wu; Yifei Dong 002; Zhi-Qi Cheng; Yilong Dai; Guangyu Chen; Hang Wang; Qi Dai 001; Alexander G. Hauptmann (CoRR, 2025)

Unified World Models: Memory-Augmented Planning and Foresight for Visual Navigation. - Yifei Dong 002; Fengyi Wu; Guangyu Chen; Zhi-Qi Cheng; Qiyu Hu; Yuxuan Zhou 004; Jingdong Sun; Jun-Yan He; Qi Dai 001; Alexander G. Hauptmann (CoRR, 2025)

Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding. - Xiaojiang Peng; Jingyi Chen; Zebang Cheng; Bao Peng; Fengyi Wu; Yifei Dong 002; Shuyuan Tu; Qiyu Hu; Huiting Huang; Yuxiang Lin; Jun-Yan He; Kai Wang 036; et al. (CoRR, 2026)

Language-Conditioned World Modeling for Visual Navigation. - Yifei Dong 002; Fengyi Wu; Yilong Dai; Lingdong Kong; Guangyu Chen; Xu Zhu; Qiyu Hu; Tianyu Wang; Johnalbert Garnica; Feng Liu; Siyu Huang; Qi Dai 001; et al. (CoRR, 2026)

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond. - Meng Chu; Xuan Billy Zhang; Kevin Qinghong Lin; Lingdong Kong; Jize Zhang; Teng Tu 002; Weijian Ma; Ziqi Huang; Senqiao Yang; Wei Huang 042; Yeying Jin; Zhefan Rao; et al. (CoRR, 2026)