Ziyi Pan

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

AAAI (2) ACL (1)

Top co-authors

Xinyue Fang (2) Dongsheng Li (2) Zhen Huang (2) Zhihua Wen (2) Quntian Fang (2) Zhiliang Tian (2) Zuchao Li (1) Lefei Zhang (1) Jiliang Hu (1) Minghui Fang (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Architectures (2) Machine Learning (1) Natural Language Processing (1) Applications (1) Core Methods (1)

Keywords

text generation (1) message passing (1) hallucination mitigation (1) hallucination detection (1) music generation (1) knowledge injection (1) singing voice (1) graph neural network (1) knowledge triple (1) relational graph convolutional network (1) consistency checking (1) songci music (1) melody prediction (1) singing voice generation (1) ancient chinese music (1) ancient music restoration (1) ancient music (1) accompanying music (1) expert-aware adaptive contrast decoding (1)

Papers

Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs’ Hallucinations ACL 2026 SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away AAAI 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025