Qizhi Pei
16 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(11)
⚡
Prolific Year
(7)
💎
Century Club
(11)
Conferences
ACL (11)
EMNLP (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
language model
(4)
mathematical reasoning
(3)
drug discovery
(3)
large language model
(3)
molecular representation
(2)
knowledge distillation
(2)
biological text
(2)
chain-of-thought reasoning
(2)
molecular generation
(1)
vision-language model
(1)
protein sequence
(1)
model collapse
(1)
reasoning capability
(1)
protein language model
(1)
data selection
(1)
reasoning benchmark
(1)
data synthesis
(1)
foundation model
(1)
multi-agent collaboration
(1)
synthetic datum
(1)
Papers
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
ACL 2026
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
ACL 2026
R3: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning
ACL 2026
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
ACL 2026
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
ACL 2026
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
EMNLP 2025
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
ICLR 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
EMNLP 2025
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
ACL 2025
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis
ACL 2025
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge
ACL 2025
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
ACL 2025
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble
ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
FABind: Fast and Accurate Protein-Ligand Binding
NIPS 2023
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
EMNLP 2023