Yizhi Li

17 papers · 2022–2026 · 6 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (33)

🗺️ Taxonomy Completionist (33) 🧭 Keyword Pioneer 🤝 Dynamic Duo (11) 👥 Mega-Team (49) ⚡ Prolific Year (6) 🗃️ Keyword Collector (83) 💎 Century Club (16) 🔥 Unstoppable (5) ❓ The Questioner

Conferences

ACL (6) EMNLP (4) ICLR (3) NIPS (2) AACL (1) EACL (1)

Top co-authors

Chenghua Lin (12) Ge Zhang (10) Wenhao Huang (8) Jie Fu (8) Yiming Liang (5) Ruibin Yuan (5) Ruibo Liu (5) Wenhu Chen (5) Yinghao Ma (5) Siwei Wu (4)

Keywords

vision-language model (3) multimodal large language model (3) benchmark evaluation (2) visual question answering (2) music understanding (2) contrastive learning (2) large language model (2) music representation (2) information retrieval (1) chain-of-thought reasoning (1) metric learning (1) speech processing (1) mathematical reasoning (1) autoregressive generation (1) argument mining (1) link prediction (1) cross-modal retrieval (1) text summarization (1) instruction following (1) image captioning (1)

Papers

MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models EACL 2026 LIME: Less Is More for MLLM Evaluation ACL 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 MIO: A Foundation Model on Multimodal Tokens EMNLP 2025 DocMMIR: A Framework for Document Multi-modal Information Retrieval EMNLP 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer ICLR 2025 Consent in Crisis: The Rapid Decline of the AI Data Commons NIPS 2024 Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024 ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024 CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024 SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NIPS 2023 Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023 TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction EMNLP 2022 HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models AACL 2022