ForeDreamer: A Self-Evolving Dual-Agent Memory Architecture for Future Event Prediction
Findings of the Association for Computational Linguistics: EMNLP 2026.
About Me
Hi there! My name is Linhao Zhong (钟林昊 in Chinese). I am currently a second-year Ph.D. student at Zhejiang University, advised by Prof. Chunhua Shen. Before joining Zhejiang University, I received my Bachelor’s degree from Shanghai Jiao Tong University, where I studied in the ACM Honor Class, Zhiyuan Honors Programme.
News
- [Aug. 2026] Our paper ForeDreamer is accepted to EMNLP 2026 Findings.
- [May 2026] Our paper OutDreamer is accepted to IEEE TIP 2026.
- [Apr. 2026] Two papers, including EvoToken and DiSE are accepted to ACL 2026 Main.
Publications
* Equal contribution. † Corresponding authors.
OutDreamer: Video Outpainting with a Diffusion Transformer
IEEE Transactions on Image Processing (TIP), 2026.
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
Annual Meeting of the Association for Computational Linguistics (ACL Main), 2026.
Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration
Annual Meeting of the Association for Computational Linguistics (ACL Main), 2026.
DMark: Order-Agnostic Watermarking for Diffusion Large Language Models
arXiv preprint arXiv:2510.02902, 2025.
User-Friendly Customized Generation with Multi-Modal Prompts
arXiv preprint arXiv:2405.16501, 2024.
Improve Cross-Architecture Generalization on Dataset Distillation
arXiv preprint arXiv:2402.13007, 2024.