← Authors

Lan-Zhe Guo

26 papers · 2020–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ‘₯ Mega-Team (22) 🀝 Dynamic Duo (18) πŸ† Grand Slam ⚑ Prolific Year (13) πŸ’Ž Century Club (25) πŸ—ƒοΈ Keyword Collector (111) πŸ”₯ Unstoppable (6)

Conferences

ICML (9) IJCAI (7) NIPS (4) AAAI (3) ICLR (2) EMNLP (1)

Top co-authors

Yu-feng Li (19) Zhi Zhou (16) Jie-Jing Shao (8) Lin-Han Jia (6) Xiao-wen Yang (5) Kun-Yang Yu (3) Ming Yang (3) Wen-Da Wei (2) Zhi-Hua Zhou (2) Zi-Jian Cheng (2)

Keywords

semi-supervised learning (6) large language model (5) domain adaptation (4) distribution shift (3) test-time adaptation (3) symbolic reasoning (2) tabular datum (2) covariate shift (2) classification benchmarks (1) sentiment analysis (1) representation learning (1) transfer learning (1) curriculum learning (1) domain generalization (1) knowledge reuse (1) attention mechanism (1) constraint solving (1) image generation (1) weakly supervised learning (1) mathematical reasoning (1)

Papers

Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models AAAI 2026
Vision-Language Model Selection and Reuse for Downstream Adaptation ICML 2025
Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
CGI: Identifying Conditional Generative Models with Example Images IJCAI 2025
Fully Test-time Adaptation for Tabular Data AAAI 2025
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model ICLR 2025
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025
Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments ICML 2025
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible ICML 2025
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments ICLR 2024
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection ICML 2024
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023
Identifying Useful Learnwares for Heterogeneous Label Spaces ICML 2023
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions ICML 2023
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Robust Semi-Supervised Learning when Not All Classes have Labels NIPS 2022
Class-Imbalanced Semi-Supervised Learning with Adaptive Thresholding ICML 2022
LOG: Active Model Adaptation for Label-Efficient OOD Generalization NIPS 2022
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NIPS 2021
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data ICML 2020