Ziyu Shang

20 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×7 ACL ×6 IJCAI ×6 WWW ×1

Frequent coauthors

Jiajun Liu

×18

Peng Wang

×18

Wenjun Ke

×16

Guozheng Li

×16

Zijie Xu

×12

Ke Ji

×8

Yao He

×4

Jiahao Wang

×3

Jianghan Liu

×3

Zhizhao Luo

×3

Yining Li

×3

Yikai Guo

×3

Papers

Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts
AAAI 2026 ·
Jiajun Liu
,
Yao He
,
Wenjun Ke
,
Peng Wang
, Ziyu Shang,
Guozheng Li
,
Zijie Xu
Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models
AAAI 2026 ·
Zijie Xu
,
Wenjun Ke
,
Peng Wang
,
Guozheng Li
,
Qingjian Ni
,
Jiajun Liu
, Ziyu Shang,
Jing Zhou
From Outcome to Process: Optimizing MoE Load Balancing with MCTS
ACL 2026 ·
Wenjun Ke
,
Hengyuan Xu
, Ziyu Shang,
Yao He
,
Jiahao Wang
,
Zijie Xu
,
Peng Wang
,
Yuhang Lou
,
Jiajun Liu
On the Role of Discriminative Models in Generative Relation Extraction
ACL 2026 ·
Guozheng Li
,
Peng Wang
,
Zijie Xu
,
Jing Zhou
,
Jiajun Liu
, Ziyu Shang
Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation
AAAI 2026 ·
Hengyuan Xu
,
Wenjun Ke
,
Yao He
,
Jiajun Liu
,
Dong Nie
,
Peng Wang
, Ziyu Shang,
Zijie Xu
Unlearning of Knowledge Graph Embedding via Preference Optimization
WWW 2026 ·
Jiajun Liu
,
Wenjun Ke
,
Peng Wang
,
Yao He
, Ziyu Shang,
Guozheng Li
,
Zijie Xu
,
Ke Ji
Acquisition and Application of Novel Knowledge in Large Language Models
ACL 2025 · Ziyu Shang,
Jianghan Liu
,
Zhizhao Luo
,
Peng Wang
,
Wenjun Ke
,
Jiajun Liu
,
Zijie Xu
,
Guozheng Li
LLM-Guided Semantic-Aware Clustering for Topic Modeling
ACL 2025 ·
Jianghan Liu
, Ziyu Shang,
Wenjun Ke
,
Peng Wang
,
Zhizhao Luo
,
Jiajun Liu
,
Guozheng Li
,
Yining Li
On the Consistency of Commonsense in Large Language Models
ACL 2025 ·
Guozheng Li
,
Peng Wang
,
Wenjun Ke
,
Zijie Xu
,
Jiajun Liu
, Ziyu Shang
Boosting Textural NER with Synthetic Image and Instructive Alignment
ACL 2024 ·
Jiahao Wang
,
Wenjun Ke
,
Peng Wang
,
Hang Zhang
,
Dong Nie
,
Jiajun Liu
,
Guozheng Li
, Ziyu Shang
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
AAAI 2024 ·
Hailang Huang
,
Zhijie Nie
,
Ziqiao Wang
, Ziyu Shang
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
IJCAI 2024 ·
Ke Ji
,
Peng Wang
,
Wenjun Ke
,
Guozheng Li
,
Jiajun Liu
,
Jingsheng Gao
, Ziyu Shang
Empirical Analysis of Dialogue Relation Extraction with Large Language Models
IJCAI 2024 ·
Guozheng Li
,
Zijie Xu
, Ziyu Shang,
Jiajun Liu
,
Ke Ji
,
Yikai Guo
Fast and Continual Knowledge Graph Embedding via Incremental LoRA
IJCAI 2024 ·
Jiajun Liu
,
Wenjun Ke
,
Peng Wang
,
Jiahao Wang
,
Jinhua Gao
, Ziyu Shang,
Guozheng Li
,
Zijie Xu
,
Ke Ji
,
Yining Li
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning
IJCAI 2024 · Ziyu Shang,
Peng Wang
,
Wenjun Ke
,
Jiajun Liu
,
Hailang Huang
,
Guozheng Li
,
Chenxiao Wu
,
Jianghan Liu
,
Xiye Chen
,
Yining Li
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
IJCAI 2024 ·
Guozheng Li
,
Peng Wang
,
Jiajun Liu
,
Yikai Guo
,
Ke Ji
, Ziyu Shang,
Zijie Xu
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning
AAAI 2024 · Ziyu Shang,
Wenjun Ke
,
Nana Xiu
,
Peng Wang
,
Jiajun Liu
,
Yanhui Li
,
Zhizhao Luo
,
Ke Ji
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
IJCAI 2024 ·
Guozheng Li
,
Peng Wang
,
Wenjun Ke
,
Yikai Guo
,
Ke Ji
, Ziyu Shang,
Jiajun Liu
,
Zijie Xu
Towards Continual Knowledge Graph Embedding via Incremental Distillation
AAAI 2024 ·
Jiajun Liu
,
Wenjun Ke
,
Peng Wang
, Ziyu Shang,
Jinhua Gao
,
Guozheng Li
,
Ke Ji
,
Yanhe Liu
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype
AAAI 2024 ·
Yanhe Liu
,
Peng Wang
,
Wenjun Ke
,
Guozheng Li
,
Xiye Chen
,
Jiteng Zhao
, Ziyu Shang