๐ CS Undergraduate @ HUST | ๐ผ AI Group Leader @ Unique Studio (่ๅๅข้)
- ๐ Research Interests:
- 3D & Vision: 3D Gaussian Splatting (3DGS), NeRF, and Long Video Generation.
- Agent & Embodied AI: Vision-Language-Action (VLA) models and intelligent Agent workflows.
- ๐ ๏ธ Tech Philosophy: Bridging the gap between rigorous, "orthodox" 3D computer vision algorithms and the dynamic reasoning of LLM Agents.
Paper2Rebuttal | Evidence-Centric Multi-Agent System for Academic Rebuttals
- ๐ Accepted by ACL 2026 (Main Conference) (Core Contributor)
- Innovation: Reconstructed rebuttal generation as an evidence-centric planning task. Features atomic review decomposition, high-fidelity context construction, and autonomous external literature retrieval.
- Impact: Effectively eliminates hallucinations in LLM responses by anchoring every argument to verifiable internal/external evidence.
- Designed a system to generate multimedia artifacts (website, posters, videos, PPTs) from research PDFs.
- Developed benchmark and evaluation metric for papers.
- Framework Integration: Investigating the deep integration of 3D-VLA architectures with World Models to tackle perception and decision-making challenges in long-tail autonomous driving and embodied scenarios.
- Latent Space Alignment: Addressing the weak temporal generalization of pure 3D rendering algorithms (e.g., 3DGS) in dynamic environments by exploring optimization strategies to align 3D Gaussian features with the latent space of World Models.
- Developing data pipelines with Qwen3/Molmo2 and SAM 3 for temporal consistency and entity tracking.
- Time-controllable Video Generation Model (In Development).
- AI & Research: PyTorch, 3DGS, LLM Agents, VLA Architectures.
- Engineering: Python, C/C++, Git, AI-driven development (Cursor/Vibe Coding).
- ACL 2026 Main Conference Paper (Accepted, Core Contributor).
- AI Group Leader @ HUST Unique Studio (2024 - 2026)
- Organized team technical sharing sessions and hackathon participation.
- Honor Prize @ National University of Singapore (NUS) Summer Program (2024).
- Technology Innovation Scholarship @ HUST (2024 - 2025, 2025-2026).
- ๐ง Email: u202315600@hust.edu.cn
- ๐ GitHub: ElysiaTT
- ๐ Google Scholar: Zhiheng Tian
- ๐ธ Offline: Learning electric guitar, playing football, and practicing photography.
