Guojie Song

Peking University, Beijing, China

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

DBLP profile ↗ORCID 0000-0001-8295-2520 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6 SIGKDD ×3 IJCAI ×2 NeurIPS ×2 AAAI ×1 CIKM ×1 ECAI ×1 WSDM ×1 WWW ×1

Frequent coauthors

Haoran Ye

×8

Wenhao Zhu

×5

Xin Zhang

×5

Haonan Dong

×4

Yuhang Xie

×4

Liang Wang

×4

Yunbo Hou

×3

Bo Zheng

×3

Yuanyi Ren

×3

Zhengzhou Zhu

×2

Tianze Zhang

×2

Kehan Jiang

×2

Papers

Addressing Aggregation-Induced Information Loss in Graph Neural Networks
WSDM 2026 ·
Wenhao Zhu
,
Haonan Dong
, Guojie Song,
Zhengzhou Zhu
Context-Value-Action Architecture for Value-Driven Large Language Model Agents
ACL 2026 ·
Tianze Zhang
,
Sirui Sun
,
Yuhang Xie
,
Xin Zhang
,
Zhiqiang Wu
, Guojie Song
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
ACL 2026 ·
Kehan Jiang
,
Haonan Dong
,
Zhaolu Kang
,
Zhengzhou Zhu
, Guojie Song
From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-Experts
ACL 2026 ·
Peixuan Hou
,
Yunbo Hou
,
Bin Chen
,
Li He
,
Jian Xu
,
Weiping Li
,
Bo Zheng
, Guojie Song
NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons
ACL 2026 ·
Haonan Dong
,
Kehan Jiang
,
Haoran Ye
,
Wenhao Zhu
,
Zhaolu Kang
, Guojie Song
Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity
CIKM 2025 ·
Qin Chen
, Guojie Song
AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
NeurIPS 2025 ·
Haonan Dong
,
Wenhao Zhu
, Guojie Song,
Liang Wang
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach
WWW 2025 ·
Qin Chen
,
Liang Wang
,
Bo Zheng
, Guojie Song
EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs
IJCAI 2025 ·
Wenhao Zhu
,
Yuhang Xie
, Guojie Song,
Xin Zhang
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models
ACL 2025 ·
Haoran Ye
,
Tianze Zhang
,
Yuhang Xie
,
Liyuan Zhang
,
Yuanyi Ren
,
Xin Zhang
, Guojie Song
Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models
AAAI 2025 ·
Haoran Ye
,
Yuhang Xie
,
Yuanyi Ren
,
Hanjun Fang
,
Xin Zhang
, Guojie Song
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
SIGKDD 2025 ·
Federico Berto
,
Chuanbo Hua
,
Junyoung Park
,
Laurin Luttmann
,
Yining Ma
,
Fanchen Bu
,
Jiarui Wang
,
Haoran Ye
,
Minsu Kim
,
Sanghyeok Choi
,
Nayeli Gast Zepeda
,
André Hottung
,
Jianan Zhou
,
Jieyi Bi
,
Yu Hu
,
Fei Liu
,
Hyeonah Kim
,
Jiwoo Son
,
Haeyeon Kim
,
Davide Angioni
,
Wouter Kool
,
Zhiguang Cao
,
Qingfu Zhang
,
Joungho Kim
,
Jie Zhang
,
Kijung Shin
,
Cathy Wu
,
Sungsoo Ahn
, Guojie Song,
Changhyun Kwon
,
Kevin Tierney
,
Lin Xie
,
Jinkyoo Park
TransPlace: Transferable Circuit Global Placement via Graph Neural Network
SIGKDD 2025 ·
Yunbo Hou
,
Haoran Ye
,
Shuwen Yang
,
Yingxue Zhang
,
Siyuan Xu
, Guojie Song
AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers
IJCAI 2024 ·
Wenhao Zhu
, Guojie Song,
Liang Wang
,
Shaoguo Liu
Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers
ECAI 2024 ·
Lingjun Xu
,
Haowen Li
, Guojie Song,
Liang Wang
,
Bo Zheng
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
NeurIPS 2024 ·
Haoran Ye
,
Jiarui Wang
,
Zhiguang Cao
,
Federico Berto
,
Chuanbo Hua
,
Haeyeon Kim
,
Jinkyoo Park
, Guojie Song
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network
SIGKDD 2024 ·
Yunbo Hou
,
Haoran Ye
,
Yingxue Zhang
,
Siyuan Xu
, Guojie Song
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models
ACL 2024 ·
Yuanyi Ren
,
Haoran Ye
,
Hanjun Fang
,
Xin Zhang
, Guojie Song