MPI: Evaluating and Inducing Personality in Pre-trained Language Models. - Guangyuan Jiang; Manjie Xu; Song-Chun Zhu; Wenjuan Han; Chi Zhang 017; Yixin Zhu 001 (CoRR, 2022)

EST: Evaluating Scientific Thinking in Artificial Agents. - Manjie Xu; Guangyuan Jiang; Chi Zhang 017; Song-Chun Zhu; Yixin Zhu 001 (CoRR, 2022)

To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts. - Yu-Zhe Shi; Manjie Xu; Wenjuan Han; Yixin Zhu 001 (CoRR, 2022)

MEWL: Few-shot multimodal word learning with referential uncertainty. - Guangyuan Jiang; Manjie Xu; Shiji Xin; Wei Liang 008; Yujia Peng; Chi Zhang 017; Yixin Zhu 001 (ICML, 2023)

On the Complexity of Bayesian Generalization. - Yu-Zhe Shi; Manjie Xu; John E. Hopcroft; Kun He 001; Joshua B. Tenenbaum; Song-Chun Zhu; Ying Nian Wu; Wenjuan Han; Yixin Zhu 001 (ICML, 2023)

Evaluating and Inducing Personality in Pre-trained Language Models. - Guangyuan Jiang; Manjie Xu; Song-Chun Zhu; Wenjuan Han; Chi Zhang 017; Yixin Zhu 001 (NeurIPS, 2023)

Active Reasoning in an Open-World Environment. - Manjie Xu; Guangyuan Jiang; Wei Liang; Chi Zhang; Yixin Zhu (NeurIPS, 2023)

Interactive Visual Reasoning under Uncertainty. - Manjie Xu; Guangyuan Jiang; Wei Liang; Chi Zhang; Yixin Zhu (NeurIPS, 2023)

Active Reasoning in an Open-World Environment. - Manjie Xu; Guangyuan Jiang; Wei Liang 008; Chi Zhang 017; Yixin Zhu 001 (CoRR, 2023)

MEWL: Few-shot multimodal word learning with referential uncertainty. - Guangyuan Jiang; Manjie Xu; Shiji Xin; Wei Liang 008; Yujia Peng; Chi Zhang 017; Yixin Zhu 001 (Zenodo, 2023)

SRC-gAudio: Sampling-Rate-Controlled Audio Generation. - Chenxing Li; Manjie Xu; Dong Yu 001 (APSIPA, 2024)

Prompt-guided Precise Audio Editing with Diffusion Models. - Manjie Xu; Chenxing Li; Duzhen Zhang; Dan Su 002; Wei Liang; Dong Yu 001 (ICML, 2024)

Context-Aware Head-and-Eye Motion Generation with Diffusion Model. - Yuxin Shen; Manjie Xu; Wei Liang 008 (VR, 2024)

Video-to-Audio Generation with Hidden Alignment. - Manjie Xu; Chenxing Li; Yong Ren; Rilin Chen; Yu Gu; Wei Liang; Dong Yu 001 (CoRR, 2024)

Towards Diverse and Efficient Audio Captioning via Diffusion Models. - Manjie Xu; Chenxing Li; Xinyi Tu; Yong Ren; Ruibo Fu; Wei Liang; Dong Yu 001 (CoRR, 2024)

STA-V2A: Video-to-Audio Generation with Semantic and Temporal Alignment. - Yong Ren; Chenxing Li; Manjie Xu; Wei Liang; Yu Gu; Rilin Chen; Dong Yu 001 (ICASSP, 2025)

Learning to Plan with Personalized Preferences. - Manjie Xu; Xinyi Yang; Wei Liang; Chi Zhang; Yixin Zhu (CoRR, 2025)

Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. - Yong Ren; Chenxing Li; Le Xu; Hao Gu; Duzhen Zhang; Yujie Chen; Manjie Xu; Ruibo Fu; Shan Yang; Dong Yu 001 (CoRR, 2025)