Dual-Phase Accelerated Prompt Optimization. - Muchen Yang; Moxin Li; Yongle Li; Zijun Chen 001; Chongming Gao; Junqi Zhang; Yangyang Li; Fuli Feng (EMNLP (Findings), 2024)

Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models. - Zijun Chen 001; Wenbo Hu 001; Guande He; Zhijie Deng; Zheng Zhang 006; Richang Hong (COLING, 2025)

Understanding and Benchmarking the Trustworthiness in Multimodal LLMs for Video Understanding. - Youze Wang; Zijun Chen 001; Ruoyu Chen; Shishen Gu; Yinpeng Dong; Hang Su 006; Jun Zhu 001; Meng Wang 001; Richang Hong; Wenbo Hu 001 (CoRR, 2025)

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning. - Zijun Chen 001; Wenbo Hu 001; Richang Hong (CoRR, 2025)