Renze Lou
15 papers · 2021–2025 · 7 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
Jump to papers ↓+5 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (41) 👥 Mega-Team · Squad
⚡
Prolific Year · Productive
🗃️
Keyword Collector
(75)
📈
Trend Setter
💎
Century Club · Bronze
❓
The Questioner
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(11)
Machine Learning
(7)
Natural Language Processing
(7)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Resources & Methods
(5)
Applications
(3)
Learning Paradigms
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Keywords
large language model
(5)
instruction following
(3)
zero-shot learning
(2)
instruction tuning
(2)
problem solving
(2)
scene understanding
(1)
sequence labeling
(1)
benchmark evaluation
(1)
machine translation
(1)
mathematical reasoning
(1)
natural language inference
(1)
relation extraction
(1)
cross-lingual transfer
(1)
model evaluation
(1)
few-shot learning
(1)
natural language understanding
(1)
object detection
(1)
preference optimization
(1)
ai safety
(1)
named entity recognition
(1)
Papers
AAAR-1.0: Assessing AI’s Potential to Assist Research
ICML 2025
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges
EMNLP 2025
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
ACL 2025
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
ICLR 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?
ICCV 2025
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
ICLR 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges
EACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
ICLR 2024
Toward Zero-Shot Instruction Following
EACL 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
ICML 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning
AAAI 2024
Improving English-Arabic Transliteration with Phonemic Memories
EMNLP 2022
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks
ACL 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks
EMNLP 2021