Qizhi Pei
16 papers · 2023–2026 · 4 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π€ Dynamic Duo (16)
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(73)
Venues
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(11)
Deep Learning
(8)
Machine Learning
(8)
Natural Language Processing
(6)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(5)
Application Areas
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Core Methods
(3)
Healthcare & Medicine
(2)
Learning Paradigms
(2)
Models
(2)
Research
(2)
Keywords
language model
(4)
mathematical reasoning
(3)
large language model
(3)
drug discovery
(3)
biological text
(2)
molecular representation
(2)
chain-of-thought reasoning
(2)
knowledge distillation
(2)
multi-task learning
(2)
molecular generation
(1)
vision-language model
(1)
model collapse
(1)
protein sequence
(1)
data selection
(1)
molecular property prediction
(1)
foundation model
(1)
data synthesis
(1)
multi-agent collaboration
(1)
protein language model
(1)
cross-modal alignment
(1)
Papers
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
ACL 2026
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
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
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
ACL 2026
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
ICLR 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
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
ACL 2025
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
EMNLP 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
EMNLP 2025
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble
ACL 2024
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
EMNLP 2023
FABind: Fast and Accurate Protein-Ligand Binding
NeurIPS 2023