Lan-Zhe Guo

20 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

IJCAI ×7 ICML ×4 AAAI ×2 ACL ×2 EMNLP ×1 ICLR ×1 NeurIPS ×1 SIGKDD ×1 WWW ×1

Frequent coauthors

Zhi Zhou

×13

Yufeng Li

×10

Jie-Jing Shao

×6

Xiao-Wen Yang

×4

Kun-Yang Yu

×4

Ming Yang

×4

Lin-Han Jia

×4

Zi-Jian Cheng

×3

Wen-Da Wei

×2

Shi-Yu Tian

×2

Hao-Zhe Tan

×2

Ziyi Jia

×2

Papers

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling
ACL 2026 ·
Jiaxuan Wang
,
Yulan Hu
,
Wenjin Yang
,
Zheng Pan
,
Xin Li
, Lan-Zhe Guo
Multi-field Balance-aware Calibration of Predictions in Online Advertising
WWW 2026 ·
Zi-Kang Wang
,
Lei Gong
,
Shu-Ting Shi
, Lan-Zhe Guo,
Muyu Zhang
Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models
AAAI 2026 ·
Xiao-Wen Yang
,
Xuan-Yi Zhu
,
Dingchu Zhang
,
Wen-Da Wei
,
Jie-Jing Shao
,
Zhi Zhou
, Lan-Zhe Guo,
Yufeng Li
TabularMath: Understanding Math Reasoning over Tables with Large Language Models
ACL 2026 ·
Shi-Yu Tian
,
Zhi Zhou
,
Wei Dong
,
Kun-Yang Yu
,
Ming Yang
,
Zi-Jian Cheng
, Lan-Zhe Guo,
Yufeng Li
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
NeurIPS 2025 ·
Zhi Zhou
,
Tan Yuhao
,
Zenan Li
,
Yuan Yao
, Lan-Zhe Guo,
Yufeng Li
,
Xiaoxing Ma
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM
IJCAI 2025 ·
Song-Lin Lv
,
Yu-Yang Chen
,
Zhi Zhou
,
Ming Yang
, Lan-Zhe Guo
Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models
IJCAI 2025 ·
Jie-Jing Shao
,
Hong-Jie You
,
Guohao Cai
,
Quanyu Dai
,
Zhenhua Dong
, Lan-Zhe Guo
CGI: Identifying Conditional Generative Models with Example Images
IJCAI 2025 ·
Zhi Zhou
,
Hao-Zhe Tan
,
Peng-Xiao Song
, Lan-Zhe Guo
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts
IJCAI 2025 ·
Wen-Da Wei
,
Xiao-Wen Yang
,
Jie-Jing Shao
, Lan-Zhe Guo
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
IJCAI 2025 ·
Jia Zhang
,
Chen-Xi Zhang
,
Yao Liu
,
Yi-Xuan Jin
,
Xiao-Wen Yang
,
Bo Zheng
,
Yi Liu
, Lan-Zhe Guo
Fully Test-Time Adaptation for Feature Decrement in Tabular Data
IJCAI 2025 ·
Zi-Jian Cheng
,
Zi-Yi Jia
,
Kun-Yang Yu
,
Zhi Zhou
, Lan-Zhe Guo
Fully Test-time Adaptation for Tabular Data
AAAI 2025 ·
Zhi Zhou
,
Kun-Yang Yu
, Lan-Zhe Guo,
Yufeng Li
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
IJCAI 2025 ·
Xiao-Wen Yang
,
Jie-Jing Shao
, Lan-Zhe Guo,
Bo-Wen Zhang
,
Zhi Zhou
,
Lin-Han Jia
,
Wang-Zhou Dai
,
Yufeng Li
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
ICML 2025 ·
Zi-Jian Cheng
,
Ziyi Jia
,
Zhi Zhou
,
Yufeng Li
, Lan-Zhe Guo
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
EMNLP 2025 ·
Shi-Yu Tian
,
Zhi Zhou
,
Kun-Yang Yu
,
Ming Yang
,
Lin-Han Jia
, Lan-Zhe Guo,
Yufeng Li
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
ICML 2025 ·
Lin-Han Jia
,
Wen-Chao Hu
,
Jie-Jing Shao
, Lan-Zhe Guo,
Yu-Feng Li
Vision-Language Model Selection and Reuse for Downstream Adaptation
ICML 2025 ·
Hao-Zhe Tan
,
Zhi Zhou
,
Yufeng Li
, Lan-Zhe Guo
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
ICML 2024 ·
Zhi Zhou
,
Ming Yang
,
Jiang-Xin Shi
, Lan-Zhe Guo,
Yufeng Li
Offline Imitation Learning with Model-based Reverse Augmentation
SIGKDD 2024 ·
Jie-Jing Shao
,
Hao-Sen Shi
, Lan-Zhe Guo,
Yu-Feng Li
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
ICLR 2024 ·
Lin-Han Jia
, Lan-Zhe Guo,
Zhi Zhou
,
Yufeng Li