Zhepei Wei
12 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (8) π Academic Marathon (5) π Renaissance Researcher (8) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π
Century Club
(11)
Conferences
EMNLP (3)
ACL (2)
ICLR (2)
AACL (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
symbolic knowledge
(2)
knowledge graph
(2)
neural architecture
(2)
expert rule
(2)
topic modeling
(1)
symbolic reasoning
(1)
representation learning
(1)
preference optimization
(1)
text classification
(1)
clinical diagnosis
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
behavior cloning
(1)
gradient descent
(1)
named entity recognition
(1)
vector quantization
(1)
communication efficiency
(1)
incentive mechanism
(1)
document clustering
(1)
Papers
Aligning Large Language Models via Fully Self-Synthetic Data
ACL 2026
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
EMNLP 2025
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
ICML 2025
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
ICLR 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
Incentivized Truthful Communication for Federated Bandits
ICLR 2024
Incentivized Communication for Federated Bandits
NIPS 2023
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables
EMNLP 2022
AttExplainer: Explain Transformer via Attention by Reinforcement Learning
IJCAI 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning
IJCNLP 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning
AACL 2022
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
ACL 2020