Wei-Lin Chiang
17 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint
π€
Dynamic Duo
(14)
π
Triple Crown
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(83)
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Research topics
Artificial Intelligence
(11)
Core AI
(11)
Machine Learning
(10)
Natural Language Processing
(9)
Generation
(5)
Optimization & Theory
(5)
Resources & Methods
(5)
Deep Learning
(3)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Core Methods
(2)
Models
(2)
Mathematics & Optimization
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Keywords
large language model
(5)
human preference
(5)
leaderboard
(4)
benchmark evaluation
(2)
dialogue system
(2)
preference learning
(2)
cost optimization
(2)
benchmark
(2)
instruction following
(1)
communication efficiency
(1)
code generation
(1)
conjugate gradient
(1)
crowd sourcing
(1)
unsupervised evaluation
(1)
linear classification
(1)
reinforcement learning from human feedback
(1)
multimodal learning
(1)
reward model
(1)
vision-language model
(1)
benchmark dataset
(1)
Papers
Copilot Arena: A Platform for Code LLM Evaluation in the Wild
ICML 2025
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
ICML 2025
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline
ICML 2025
How to Evaluate Reward Models for RLHF
ICLR 2025
Music Arena: Live Evaluation for Text-to-Music
NeurIPS 2025
OR-Bench: An Over-Refusal Benchmark for Large Language Models
ICML 2025
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
ICML 2025
RouteLLM: Learning to Route LLMs from Preference Data
ICLR 2025
VisionArena: 230k Real World User-VLM Conversations with Preference Labels
CVPR 2025
Can't Be Late: Optimizing Spot Instance Savings under Deadlines
NSDI 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
ICML 2024
LLM-Assisted Code Cleaning For Training Accurate Code Generators
ICLR 2024
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
ICLR 2024
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
NeurIPS 2023
SkyPilot: An Intercloud Broker for Sky Computing
NSDI 2023
Manifold Identification for Ultimately Communication-Efficient Distributed Optimization
ICML 2020
Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification
ACML 2018