Proceedings

Peng Wang

School of Computer Science and Engineering , Southeast University , China; Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University) , Ministry of Education , China

24 papers in the IJCAI proceedings

IJCAI 2026

Benchmarking and Enhancing Relational Diagrams Reasoning for Multimodal Large Language Models
with Tianyu Hong, Wenjun Ke, Yao He, Hongao Wang
doi:10.24963/ijcai.2026/132
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Beyond the Mean: Gaussian Distributional Successor Features for Zero-Shot Non-Linear Reward Adaptation
with Yong Zhao, Wen Sun, Jianhua He, Qubeijian Wang
doi:10.24963/ijcai.2026/601
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Mitigating Tool Overuse for LLMs via Active Knowledge Boundary Probing
with Zhaoyu Yang, Wenjun Ke, Yuanyao Li, Yuchen Liu, Junqi Xu, Hengyuan Xu
doi:10.24963/ijcai.2026/670
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IJCAI 2025

Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction
with Xinhe Li, Jiajun Liu
doi:10.24963/ijcai.2025/909
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FedCM: Client Clustering and Migration in Federated Learning via Gradient Path Similarity and Update Direction Deviation
with Shoupeng Lu, Hao Yin, Banglie Yang, Tianli Zhu, Cheng Dai
doi:10.24963/ijcai.2025/706
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Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
with Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin
doi:10.24963/ijcai.2025/918
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IJCAI 2024

C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning
with Ji Ma, Wei Suo, Yanning Zhang
doi:10.24963/ijcai.2024/128
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Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
with Ke Ji, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang
doi:10.24963/ijcai.2024/698
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Fast and Continual Knowledge Graph Embedding via Incremental LoRA
with Jiajun Liu, Wenjun Ke, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li
doi:10.24963/ijcai.2024/243
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Incorporating Schema-Aware Description into Document-Level Event Extraction
with Zijie Xu, Wenjun Ke, Guozheng Li, Jiajun Liu, Ke Ji, Xiye Chen, Chenxiao Wu
doi:10.24963/ijcai.2024/729
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Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning
with Ziyu Shang, Wenjun Ke, Jiajun Liu, Hailang Huang, Guozheng Li, Chenxiao Wu, Jianghan Liu, Xiye Chen, Yining Li
doi:10.24963/ijcai.2024/258
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Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
with Guozheng Li, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu
doi:10.24963/ijcai.2024/702
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Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
with Guozheng Li, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu
doi:10.24963/ijcai.2024/704
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IJCAI 2023

LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning
with Zhongjing Du, Xu Jiang, Qizheng Zhou, Xi Wu, Jiliu Zhou, Yan Wang
doi:10.24963/ijcai.2023/78
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PasCore: A Chinese Overlapping Relation Extraction Model Based on Global Pointer Annotation Strategy
with Jiafeng Xie, Xiye Chen, Guozheng Li, Wei Li
doi:10.24963/ijcai.2023/579
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Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer
with Wenjun Ke, Zongkai Tian, Qi Liu, Jinhua Gao, Rui Qi
doi:10.24963/ijcai.2023/567
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IJCAI 2022

Corner Affinity: A Robust Grouping Algorithm to Make Corner-guided Detector Great Again
with Haoran Wei, Chenglong Liu, Ping Guo, Yangguang Zhu, Jiamei Fu, Bing Wang
doi:10.24963/ijcai.2022/203
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FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework
with Guozheng Li, Xu Chen, Jiafeng Xie, Qiqing Luo
doi:10.24963/ijcai.2022/583
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IJCAI 2021

Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads
with Chenyu Gao, Qi Zhu, Qi Wu
doi:10.24963/ijcai.2021/92
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Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
with Wei Suo, MengYang Sun, Qi Wu
doi:10.24963/ijcai.2021/143
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IJCAI 2020

Label-Attended Hashing for Multi-Label Image Retrieval
with Yanzhao Xie, Yu Liu, Yangtao Wang, Lianli Gao, Ke Zhou
doi:10.24963/ijcai.2020/133
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IJCAI 2018

Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation
with Lujun Zhao, Qi Zhang, Xiaoyu Liu
doi:10.24963/ijcai.2018/640
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IJCAI 2017

Explicit Knowledge-based Reasoning for Visual Question Answering
with Qi Wu, Chunhua Shen, Anthony Dick, Anton van den Hengel
doi:10.24963/ijcai.2017/179
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IJCAI 2011

Matching Large Ontologies Based on Reduction Anchors
with Yuming Zhou, Baowen Xu
doi:10.5591/978-1-57735-516-8/IJCAI11-390
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