Feng Sun
15 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43) π€ Dynamic Duo (14)
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(85)
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Trend Setter
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Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(11)
Natural Language Processing
(11)
Core AI
(11)
Machine Learning
(10)
Deep Learning
(8)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(6)
Learning Types Β· Machine Learning
(5)
Generation
(4)
Optimization & Theory
(4)
Application Areas
(3)
Applications
(3)
Core Methods
(3)
Learning Paradigms
(3)
Computer Science
(2)
Keywords
large language model
(4)
reinforcement learning
(3)
text generation
(2)
parameter-efficient fine-tuning
(2)
document retrieval
(2)
transfer learning
(2)
low-rank adaptation
(2)
language model
(2)
model compression
(2)
retrieval-augmented generation
(2)
domain adaptation
(2)
response generation
(1)
knowledge distillation
(1)
direct preference optimization
(1)
few-shot learning
(1)
contrastive learning
(1)
theorem proving
(1)
semantic hierarchy
(1)
curriculum learning
(1)
neural network optimization
(1)
Papers
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory
ACL 2026
SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments
AAAI 2026
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval
EMNLP 2025
Context-DPO: Aligning Language Models for Context-Faithfulness
ACL 2025
GeAR: Generation Augmented Retrieval
ACL 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning
EMNLP 2025
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
AAAI 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
EMNLP 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
Calibrating LLM-Based Evaluator
COLING 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption
ACL 2024
Text Diffusion with Reinforced Conditioning
AAAI 2024
Auto Search Indexer for End-to-End Document Retrieval
EMNLP 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model
EMNLP 2023