Su, Jinsong

36 publications

ICLR 2026 A State-Transition Framework for Efficient LLM Reasoning Liang Zhang, Yu Zhao, Longyue Wang, Tianqi Shi, Weihua Luo, Kaifu Zhang, Jinsong Su

ICLR 2026 Bi-Directional Bias Attribution: Debiasing Large Language Models Without Modifying Prompts Yujie Lin, Kunquan Li, YiXuan Liao, Xiaoxin Chen, Jinsong Su

ICLR 2026 UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Jinsong Su

ICLR 2026 When to Use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation Zhishang Xiang, Chuanjie Wu, Qinggang Zhang, Shengyuan Chen, Zijin Hong, Xiao Huang, Jinsong Su

IJCAI 2025 Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion Qingguo Hu, Ante Wang, Jia Song, Delai Qiu, Qingsong Liu, Jinsong Su

ICML 2025 EpiCoder: Encompassing Diversity and Complexity in Code Generation Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li

AAAI 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu

AAAI 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment Rui Zhao, Liang Zhang, Biao Fu, Cong Hu, Jinsong Su, Yidong Chen

AAAI 2024 Response Enhanced Semi-Supervised Dialogue Query Generation Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su

AAAI 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization Zijia Wang, Xiangyu He, Kehan Chen, Chen Lin, Jinsong Su

IJCAI 2023 Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction Liang Zhang, Zijun Min, Jinsong Su, Pei Yu, Ante Wang, Yidong Chen

AAAI 2023 Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction Liang Zhang, Jinsong Su, Zijun Min, Zhongjian Miao, Qingguo Hu, Biao Fu, Xiaodong Shi, Yidong Chen

JAIR 2023 FactGen: Faithful Text Generation by Factuality-Aware Pre-Training and Contrastive Ranking Fine-Tuning Zhibin Lan, Wei Li, Jinsong Su, Xinyan Xiao, Jiachen Liu, Wenhao Wu, Yajuan Lyu

AAAI 2023 LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning Chunyan Li, Junfeng Yao, Jinsong Su, Zhaoyang Liu, Xiangxiang Zeng, Chenxi Huang

AAAI 2022 A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, Jinsong Su

JAIR 2022 AAN+: Generalized Average Attention Network for Accelerating Neural Transformer Biao Zhang, Deyi Xiong, Yubin Ge, Junfeng Yao, Hao Yue, Jinsong Su

JAIR 2022 CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu

AAAI 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Xin Liu, Dayiheng Liu, Baosong Yang, Haibo Zhang, Junwei Ding, Wenqing Yao, Weihua Luo, Haiying Zhang, Jinsong Su

IJCAI 2021 A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues Ante Wang, Linfeng Song, Hui Jiang, Shaopeng Lai, Junfeng Yao, Min Zhang, Jinsong Su

JAIR 2021 An External Knowledge Enhanced Graph-Based Neural Network for Sentence Ordering Yongjing Yin, Shaopeng Lai, Linfeng Song, Chulun Zhou, Xianpei Han, Junfeng Yao, Jinsong Su

AAAI 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang

AAAI 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension Kai Liu, Xin Liu, An Yang, Jing Liu, Jinsong Su, Sujian Li, Qiaoqiao She

IJCAI 2020 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension Xin Liu, Kai Liu, Xiang Li, Jinsong Su, Yubin Ge, Bin Wang, Jiebo Luo

AAAI 2020 Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions Yongjing Yin, Fandong Meng, Jinsong Su, Yubin Ge, Linfeng Song, Jie Zhou, Jiebo Luo

AAAI 2020 Neural Simile Recognition with Cyclic Multitask Learning and Local Attention Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo

AAAI 2019 Dynamic Capsule Attention for Visual Question Answering Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen

AAAI 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li, Xiaoshuai Sun

IJCAI 2019 Graph-Based Neural Sentence Ordering Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo

IJCAI 2019 Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang

AAAI 2018 Asynchronous Bidirectional Decoding for Neural Machine Translation Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang

CVPR 2018 GroupCap: Group-Based Image Captioning with Structured Relevance and Diversity Constraints Fuhai Chen, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Jinsong Su

AAAI 2018 Variational Recurrent Neural Machine Translation Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang

AAAI 2017 BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings Biao Zhang, Deyi Xiong, Jinsong Su

AAAI 2017 Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu

IJCAI 2016 Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xin-Yu Dai, Jiajun Chen

IJCAI 2015 Discriminative Reordering Model Adaptation via Structural Learning Biao Zhang, Jinsong Su, Deyi Xiong, Hong Duan, Junfeng Yao