Weixin Liang
14 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(11)
🏆
Grand Slam
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(61)
🔥
Unstoppable
(6)
💎
Century Club
(14)
Conferences
ICML (4)
ACL (2)
EMNLP (2)
ICLR (2)
AAAI (1)
IJCNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
dialog system
(3)
subpopulation shift
(2)
image classification
(1)
benchmark evaluation
(1)
few-shot learning
(1)
domain generalization
(1)
knowledge extraction
(1)
natural language understanding
(1)
visual question answering
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
data augmentation
(1)
natural language generation
(1)
semantic parsing
(1)
domain adaptation
(1)
contrastive learning
(1)
scene graph
(1)
data valuation
(1)
message passing
(1)
representation learning
(1)
Papers
Adaptive Self-improvement LLM Agentic System for ML Library Development
ICML 2025
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace
ICLR 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
ICML 2024
OpenDataVal: a Unified Benchmark for Data Valuation
NIPS 2023
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
ICML 2023
Improving Out-of-Distribution Robustness via Selective Augmentation
ICML 2022
SEAL: Interactive Tool for Systematic Error Analysis and Labeling
EMNLP 2022
MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts
ICLR 2022
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering
NAACL 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations
ACL 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations
IJCNLP 2021
MOSS: End-to-End Dialog System Framework with Modular Supervision
AAAI 2020
ALICE: Active Learning with Contrastive Natural Language Explanations
EMNLP 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation
ACL 2020