Peng Han

13 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ICDE ×3 IJCAI ×3 AAAI ×2 ACL ×2 SIGKDD ×1 VLDB ×1 WWW ×1

Frequent coauthors

Shuo Shang

×8

Lisi Chen

×5

Christian S. Jensen

×4

Siqi Fan

×3

Yequan Wang

×3

Xuezhi Fang

×2

Aixin Sun

×2

Di Yao

×2

Jin Wang

×2

Jingping Bi

×2

Xuan Rao

×2

Renhe Jiang

×2

Papers

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026 ·
Siqi Fan
,
Xiusheng Huang
,
Yiqun Yao
,
Xuezhi Fang
,
Kang Liu
, Peng Han,
Shuo Shang
,
Aixin Sun
,
Yequan Wang
PORCA: Root Cause Analysis with Partially Observed Data
ICDE 2026 ·
Chang Gong
,
Di Yao
,
Jin Wang
,
Wenbin Li
,
Lanting Fang
,
Yongtao Xie
,
Kaiyu Feng
, Peng Han,
Jingping Bi
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation
IJCAI 2025 ·
Xuan Rao
,
Shuo Shang
,
Lisi Chen
,
Renhe Jiang
, Peng Han
Grid and Road Expressions Are Complementary for Trajectory Representation Learning
SIGKDD 2025 ·
Silin Zhou
,
Shuo Shang
,
Lisi Chen
, Peng Han,
Christian S. Jensen
Not All Layers of LLMs Are Necessary During Inference
IJCAI 2025 ·
Siqi Fan
,
Xin Jiang
,
Xiang Li
,
Xuying Meng
, Peng Han,
Shuo Shang
,
Aixin Sun
,
Yequan Wang
Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
ACL 2025 ·
Siqi Fan
,
Xuezhi Fang
,
Xingrun Xing
, Peng Han,
Shuo Shang
,
Yequan Wang
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
IJCAI 2025 ·
Hongyu Wang
,
Lisi Chen
,
Shuo Shang
, Peng Han,
Christian S. Jensen
Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation
WWW 2025 ·
Xuan Rao
,
Shuo Shang
,
Renhe Jiang
, Peng Han,
Lisi Chen
Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering
ICDE 2024 ·
Di Yao
,
Jin Wang
,
Wenjie Chen
,
Fangda Guo
, Peng Han,
Jingping Bi
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
AAAI 2024 ·
Zhen Chen
,
Dalin Zhang
,
Shanshan Feng
,
Kaixuan Chen
,
Lisi Chen
, Peng Han,
Shuo Shang
Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting
ICDE 2024 ·
Minbo Ma
,
Jilin Hu
,
Christian S. Jensen
,
Fei Teng
, Peng Han,
Zhiqiang Xu
,
Tianrui Li
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024 ·
Peng Tang
,
Zhiqiang Xu
,
Chunlai Zhou
,
Pengfei Wei
, Peng Han,
Xin Cao
,
Tobias Lasser
TEAM: Topological Evolution-aware Framework for Traffic Forecasting
VLDB 2024 ·
Duc Kieu
,
Tung Kieu
, Peng Han,
Bin Yang
,
Christian S. Jensen
,
Bac Le