Zhijian Xu
12 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31) π Keyword Champion (2)
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(57)
π
Century Club Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Data Science & Analytics
(2)
Generation
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Keywords
large language model
(6)
benchmark evaluation
(4)
time series forecasting
(2)
domain knowledge
(2)
process verification
(2)
reasoning verification
(2)
automated evaluation
(2)
scientific research
(2)
language model
(2)
sim-to-real transfer
(1)
monte carlo estimation
(1)
task-oriented dialogue
(1)
time series
(1)
temporal modeling
(1)
video understanding
(1)
multimodal learning
(1)
offline reinforcement learning
(1)
convolutional neural network
(1)
edge device
(1)
self-supervised learning
(1)
Papers
Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier
ACL 2026
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
ACL 2025
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
ACL 2025
Dyve: Thinking Fast and Slow for Dynamic Process Verification
EMNLP 2025
Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach
NAACL 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
CVPR 2025
State Revisit and Re-explore: Bridging Sim-to-Real Gaps in Offline-and-Online Reinforcement Learning with An Imperfect Simulator
IJCAI 2025
FITS: Modeling Time Series with $10k$ Parameters
ICLR 2024
Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning
ICML 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation
EMNLP 2024
Revisiting Automated Evaluation for Long-form Table Question Answering
EMNLP 2024
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction
NeurIPS 2022