发表论文

Suhang Wu, Jialong Tang, Chengyi Yang, Pei Zhang, Baosong Yang, Junhui Li, Junfeng Yao, Min Zhang, Jinsong Su. 2025. Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models. In Proc. of ACL 2025. (CCF-A类).

Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su. 2025. FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. In Proc. of ACL 2025. (CCF-A类).

Liang Zhang, Ziyao Lu, Fandong Meng, Hui Li, Jie Zhou, Jinsong Su. 2025. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss. In Proc. of ACL 2025. (CCF-A类).

Liang Zhang, Yang Zhang, Ziyao Lu, Fandong Meng, Jie Zhou, Jinsong Su. 2025. A Self-Denoising Model for Robust Few-Shot Relation Extraction. In Proc. of ACL 2025. (CCF-A类).

Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu. 2025. Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. In Proc. of ACL 2025. (CCF-A类).

Zhibin Lan, Liqiang Niu, Fandong Meng, Wenbo Li, Jie Zhou, Jinsong Su. 2025. AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity. In Proc. of ACL 2025 findings..

Yujie Lin, Ante Wang, Moye Chen, Jingyao Liu, Hao Liu, Jinsong Su, Xinyan Xiao. 2025. Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study. In Proc. of ACL 2025 findings..

Zhibin Lan, Jiawei Yu, Shiyu Liu, Junfeng Yao, Degen Huang, Jinsong Su. 2025. Towards Better Text Image Machine Translation with Multimodal Codebook and Multi-stage Training. Neural Networks. (CCF-B类).

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. 2025. EpiCoder: Encompassing Diversity and Complexity in Code Generation. In Proc. of ICML 2025. (CCF-A类).

Qingguo Hu, Ante Wang, Jia Song, Delai Qiu, Qingsong Liu, Jinsong Su. 2025. Boosting Visual Knowledge-Intensive Training for LVLMs through Causality-driven Visual Object Completion. In Proc. of IJCAI 2025. (CCF-A类).

Yaoxiang Wang, Zhiyong Wu, Junfeng Yao, Jinsong Su. 2025. TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation. Neural Networks. (CCF-B类).

Yujie Lin, Jingyao Liu, Yan Gao, Ante Wang, Jinsong Su. 2025. A Dual-Perspective Metaphor Detection Framework Using Large Language Models. In Proc. of ICASSP 2025. (CCF-B类).

Jiawei Yu, Xiang Geng, Yuang Li, Mengxin Ren, Wei Tang, Jiahuan Li, Zhibin Lan, Min Zhang, Hao Yang, Shujian Huang, Jinsong Su. 2025. "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. In Proc. of ICASSP 2025. (CCF-B类).

Liangying Shao, Yanfu Yan, Denys Poshyvanyk, Jinsong Su. 2025. UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation. In Proc. of ICSE 2025. NIER Paper.

Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu. 2025. LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. In Proc. of AAAI 2025. (CCF-A类).

Xiaoyue Wang, Xin Liu, Lijie Wang, Suhang Wu, Jinsong Su, Hua Wu. 2024. A Simple yet Effective Self-Debiasing Framework for Transformer Models. Artificial Intelligence. (CCF-A类).

Jia Song, Wanru Zhuang, Yujie Lin, Liang Zhang, Chunyan Li, Jinsong Su, Song He, Xiaochen Bo. 2024. Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment. In Proc. of BIBM 2024. (CCF-B类).

Zhihao Wang, Shiyu Liu, Jianheng Huang, Wang Zheng, YiXuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su. 2024. A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. In Proc. of EMNLP 2024. (CCF-B类).

Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jinsong Su. 2024. Multi-Level Cross-Modal Alignment for Speech Relation Extraction. In Proc. of EMNLP 2024. (CCF-B类).

Wenbo Li, Guohao Li, Zhibin Lan, Xue Xu, Wanru Zhuang, Jiachen Liu, Xinyan Xiao, Jinsong Su. 2024. Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training. In Proc. of EMNLP 2024. (CCF-B类).

Liangying Shao, Liang Zhang, Minlong Peng, Guoqi Ma, Hao Yue, Mingming Sun, Jinsong Su. 2024. One2Set + Large Language Model: Best Partners for Keyphrase Generation. In Proc. of EMNLP 2024. (CCF-B类).

Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu. 2024. Self-Consistency Boosts Calibration for Math Reasoning. In Proc. of EMNLP 2024. Short Paper.

Ante Wang, Linfeng Song, Zijun Min, Ge Xu, Xiaoli Wang, Junfeng Yao, Jinsong Su. 2024. Mitigating the Negative Impact of Over-association for Conversational Query Production. Information Processing and Management. (CCF-B类).

Zijun Min, Bingshuai Liu, Liang Zhang, Jia Song, Jinsong Su, Song He, Xiaochen Bo. 2024. Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval. In Proc. of BIBM 2024. (CCF-B类).

Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu. 2024. On the Cultural Gap in Text-to-Image Generation. In Proc. of ECAI 2024. (CCF-B类).

Zefeng Wang, Bingbing Hu, Junfeng Yao, Jinsong Su. 2024. Lightweight Transformer for sEMG Gesture Recognition with Feature Distilled Variational Information Bottleneck. In Proc. of ECAI 2024. (CCF-B类).

Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su. 2024. Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs. In Proc. of ACL 2024. (CCF-A类).

Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su. 2024. Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal. In Proc. of ACL 2024. (CCF-A类).

Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu. 2024. Improving LLM Generations via Fine-Grained Self-Endorsement. In Proc. of ACL 2024 findings..

Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Min Zhang, Jinsong Su. 2024. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation. In Proc. of ACL 2024 findings..

Hao Yue, Shaopeng Lai, Chengyi Yang, Liang Zhang, Junfeng Yao, Jinsong Su. 2024. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing. In Proc. of ACL 2024 findings..

Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su. 2024. Efficient $k$-Nearest-Neighbor Machine Translation with Dynamic Retrieval. In Proc. of ACL 2024 findings..

Yang Li, Qiao Zhao, Chen Lin, Jinsong Su, Zhilin Zhang. 2024. Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems. In Proc. of SIGIR 2024. (CCF-A类).

Yang Li, Qiao Zhao, Chen Lin, Zhenjie Zhang, Xiaomin Zhu, Jinsong Su. 2024. GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training. In Proc. of DASFAA 2024, Short Paper..

Honghao Fu, Liang Zhang, Biao Fu, Rui Zhao, Jinsong Su, Xiaodong Shi, Yidong Chen. 2024. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation. In Proc. of NAACL 2024. (CCF-B类).

Honghao Fu, Liang Zhang, Biao Fu, Rui Zhao, Jinsong Su, Xiaodong Shi, Yidong Chen. 2024. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation. In Proc. of NAACL 2024. (CCF-B类).

Tong Sun, Biao Fu, Cong Hu, Liang Zhang, Ruiquan Zhang, Xiaodong Shi, Jinsong Su, Yidong Chen. 2024. Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation. In Proc. of COLING 2024. (CCF-B类).

Feiyan Liu, Xiaoli Wang, Jinsong Su. 2024. MHGRL: An Effective Representation Learning Model for Electronic Health Records. In Proc. of COLING 2024. (CCF-B类).

Zhongquan Jian, Ante Wang, Jinsong Su, Junfeng Yao, Meihong Wu, Qingqiang Wu. 2024. Emotrans: Emotional Transition-based Model for Emotion Recognition in Conversation. In Proc. of COLING 2024. (CCF-B类).

Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su. 2024. Response Enhanced Semi-supervised Dialogue Query Generation. In Proc. of AAAI 2024. (CCF-A类).

Rui Zhao, Liang Zhang, Biao Fu, Cong Hu, Jinsong Su, Yidong Chen. 2024. Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment. In Proc. of AAAI 2024. (CCF-A类).

Zhongjian Miao, Wen Zhang, Jinsong Su, Xiang Li, Jian Luan, Yidong Chen, Bin Wang, Min Zhang. 2023. Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation. In Proc. of EMNLP 2023. (CCF-B类).

Ante Wang, Linfeng Song, Ge Xu, Jinsong Su. 2023. Domain Adaptation for Conversational Query Production with the RAG Model Feedback. In Proc. of EMNLP 2023 Findings..

Xiaoyue Wang, Xin Liu, Wang Lijie, Yaoxiang Wang, Jinsong Su, Hua Wu. 2023. IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models. In Proc. of EMNLP 2023. (CCF-B类).

Junpeng Liu, Kaiyu Huang, Hao Yu, Jiuyi Li, Jinsong Su, Degen Huang. 2023. Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division. In Proc. of EMNLP 2023. (CCF-B类).

Liang Zhang, Chulun Zhou, Fandong Meng, Jinsong Su, Yidong Chen, Jie Zhou. 2023. HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction. In Proc. of EMNLP 2023. (CCF-B类).

Zefeng Wang, Junfeng Yao, Meiyan Xu, Min Jiang, Jinsong Su. 2023. Transformer-based Network with Temporal Depthwise Convolutions for sEMG Recognition. Pattern Recognition. (CCF-B类).

Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu. 2023. D2PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Yifan Dong, Suhang Wu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jianxin Lin, Jinsong Su. 2023. Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering. In Proc. of ACM MM 2023. (CCF-A类)..

Yongjing Yin, Jiali Zeng, Jinsong Su, Chulun Zhou, Fandong Meng, Jie Zhou, Degen Huang, Jiebo Luo. 2023. Multi-modal Graph Contrastive Encoding for Neural Machine Translation. Artificial Intelligence. (CCF-A类)..

Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei, Dayiheng Liu, Jun Xie, Min Zhang, Jinsong Su. 2023. Bridging the Domain Gaps in Context Representations for $k$-Nearest Neighbor Neural Machine Translation. In Proc. of ACL 2023. (CCF-A类).

Zhibin Lan, Jiawei Yu, Xiang Li, Wen Zhang, Jian Luan, Bin Wang, Degen Huang, Jinsong Su. 2023. Exploring Better Text Image Translation with Multimodal Codebook. In Proc. of ACL 2023. (CCF-A类).

Tong Li, Zhihao Wang, Liangying Shao, Xuling Zheng, Xiaoli Wang, Jinsong Su. 2023. A Sequence-to-Sequence&Set Model for Text-to-Table Generation. In Proc. of ACL 2023 Findings..

Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su. 2023. BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation. In Proc. of ACL 2023 Findings..

Zhihao Wang, Longyue Wang, Jinsong Su, Junfeng Yao, Zhaopeng Tu. 2023. Revisiting Non-Autoregressive Translation at Scale. In Proc. of ACL 2023 Findings..

Chulun Zhou, Yunlong Liang, Fandong Meng, Jinan Xu, Jinsong Su, Jie Zhou. 2023. RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training. In Proc. of ACL 2023 Findings..

Liang Zhang, Zijun Min, Jinsong Su, Pei Yu, Ante Wang, Yidong Chen. 2023. Exploring Effective Inter-encoder Semantic Interaction for Document-Level Relation Extraction. In Proc. of IJCAI 2023. (CCF-A类).

Binbin Xie, Jia Song, Liangying Shao, Suhang Wu, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Jinsong Su. 2023. From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey. Information Processing and Management. (CCF-B类).

Zhibin Lan, Wei Li, Jinsong Su, Xinyan Xiao, Jiachen Liu, Wenhao Wu, Yajuan Lyu. 2023. FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. Journal of Artificial Intelligence Research. (CCF-B类).

Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu. 2023. OpenFact: Factuality Enhanced Open Knowledge Extraction. Transactions of the Association for Computational Linguistics. (CCF-B类).

Ante Wang, Linfeng Song, Qi Liu, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu. 2023. Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production. Artificial Intelligence. (CCF-A类).

Chulun Zhou, Yunlong Liang, Fandong Meng, Jie Zhou, Jinan Xu, Hongji Wang, Min Zhang, Jinsong Su. 2023. A Multi-task Multi-stage Transitional Training Framework for Neural Chat Translation. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF-A类).

Chunyan Li, Junfeng Yao, Jinsong Su, Zhaoyang Liu, Chenxi Huang, Xiangxiang Zeng. 2023. LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning. In Proc. of AAAI 2023. (CCF-A类).

Liang Zhang, Jinsong Su, Zijun Min, Zhongjian Miao, Qingguo Hu, Biao Fu, Xiaodong Shi, Yidong Chen. 2023. Exploring Self-distillation based Relational Reasoning Training for Document-level Relation Extraction. In Proc. of AAAI 2023. (CCF-A类).

Zijia Wang, Xiangyu He, Kehan Chen, Chen Lin, Jinsong Su. 2023. Code-Aware Cross-Program Transfer Hyperparameter Optimization. In Proc. of AAAI 2023. (CCF-A类).

Zhe Hu, Zhiwei Cao, HouPong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu. 2022. Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, JIan Guo, Nan Duan. 2022. Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. In Proc. of EMNLP 2022. (CCF-B类).

Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Jinsong Su, Degen Huang. 2022. Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. In Proc. of EMNLP 2022. (CCF-B类).

Han Zhang, Sheng Zhang, Yang Xiang, Bin Liang, Jinsong Su, Zhongjian Miao, Hui Wang, Ruifeng Xu. 2022. CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. In Proc. of EMNLP 2022 Findings..

Hui Jiang, Ziyao Lu, Fandong Meng, Chulun Zhou, Jie Zhou, Degen Huang, Jinsong Su. 2022. Towards Robust k-Nearest-Neighbor Machine Translation. In Proc. of EMNLP 2022. (CCF-B类).

Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang, Min Zhang, Jinsong Su. 2022. WR-One2Set: Towards Well-Calibrated Keyphrase Generation. In Proc. of EMNLP 2022. (CCF-B类).

Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Hualin Zeng, Jinsong Su. 2022. Getting the Most out of Simile Recognition. In Proc. of EMNLP 2022 Findings..

Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi. 2022. Towards Better Document-level Relation Extraction via Iterative Inference. In Proc. of EMNLP 2022. (CCF-B类).

Biao Zhang, Deyi Xiong, Yubin Ge, Junfeng Yao, Hao Yue, Jinsong Su. 2022. AAN+: Generalized Average Attention Network for Accelerating Neural Transformer. Journal of Artificial Intelligence Research. (CCF-B类).

Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou, Yidong Chen, Bin Wang, Min Zhang, Jinsong Su. 2022. Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training. In Proc. of COLING 2022. (CCF-B类).

Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su. 2022. Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. In Proc. of NAACL 2022 Findings..

Guipeng Xv, Chen Lin, Hui Li, Jinsong Su, Weiyao Ye, Yewang Chen. 2022. Neutralizing Popularity Bias in Recommendation Models. In Proc. of SIGIR 2022. short paper.

Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou. 2022. A Variational Hierarchical Model for Neural Cross-Lingual Summarization. In Proc. of ACL 2022. (CCF-A类).

Shaopeng Lai, Qingyu Zhou, Jiali Zeng, Zhongli Li, Chao Li, Yunbo Cao, Jinsong Su. 2022. Type-driven Multi-Turn Corrections for Grammatical Error Correction. In Proc. of ACL 2022 Findings..

Chulun Zhou, Fandong Meng, Jie Zhou, Min Zhang, Hongji Wang, Jinsong Su. 2022. Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation. In Proc. of ACL 2022. (CCF-A类).

Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, Jinsong Su. 2022. A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition. In Proc. of AAAI 2022. (CCF-A类).

Xin Liu, Dayiheng Liu, Baosong Yang, Haibo Zhang, Junwei Ding, Wenqing Yao, Weihua Luo, Haiying Zhang, Jinsong Su. 2022. KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation. In Proc. of AAAI 2022. (CCF-A类).

Hui Jiang, Linfeng Song, Yubin Ge, Junfeng Yao, Jinsong Su. 2021. An AST Structure Enhanced Decoder for Code Generation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Ziyao Lu, Xiang Li, Yang Liu, Chulun Zhou, Jianwei Cui, Bin Wang, Min Zhang, Jinsong Su. 2021. Exploring Multi-stage Information Interactions for Multi-source Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Yunlong Liang, Chulun Zhou, Fandong Meng, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou. 2021. Towards Making the Most of Dialogue Characteristics for Neural Chat Translation. In Proc. of EMNLP 2021. (CCF-B类).

Shaopeng Lai, Ante Wang, Fandong Meng, Jie Zhou, Yubin Ge, Jiali Zeng, Junfeng Yao, Degen Huang, Jinsong Su. 2021. Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings. In Proc. of EMNLP 2021. (CCF-B类).

Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu, Dong Yu. 2021. CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding. Journal of Artificial Intelligence Research. (CCF-B类).

Yiyi Zhou, Rongrong Ji, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-Wen Lin, Qi Tian. 2021. A Real-time Global Inference Network for One-stage Referring Expression Comprehension. IEEE Transactions on Neural Networks and Learning Systems. (CCF-B类).

Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su. 2021. Exploring Dynamic Selection of Branch Expansion Orders for Code Generation. In Proc. of ACL 2021. (CCF-A类).

Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su. 2021. Towards User-Driven Neural Machine Translation. In Proc. of ACL 2021. (CCF-A类).

Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang, Jinsong Su. 2021. Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation. In Proc. of ACL 2021. (CCF-A类).

Yubin Ge, Ly Dinh, Xiaofeng Liu, Jinsong Su, Ziyao Lu, Ante Wang, Jana Diesner. 2021. BACO: A Background Knowledge- and Content-based Multi-perspective Framework for Citation Text Generation. In Proc. of ACL 2021. (CCF-A类).

Kaiyu Huang, Junpeng Liu, Degen Huang, Deyi Xiong, Zhuang Liu, Jinsong Su. 2021. Exploiting Chinese Word Segmentation via Pseudo Labels for Practicability. In Proc. of ACL 2021 Findings..

Jiali Zeng, Yongjing Yin, Yang Liu, Yubin Ge, Jinsong Su. 2021. Domain Adaptive Meta-learning for Dialogue State Tracking. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Ante Wang, Linfeng Song, Hui Jiang, Shaopeng Lai, Junfeng Yao, Min Zhang, Jinsong Su. 2021. A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues. In Proc. of IJCAI 2021. (CCF-A类).

Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo. 2021. Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning. Artificial Intelligence. (CCF-A类).

Binbin Xie, Jinsong Su, Xiang Li, Yubin Ge, Jianwei Cui, Junfeng Yao, Bin Wang. 2021. Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning. In Proc. of AAAI 2021. (CCF-A类).

Jinsong Su, Jinchang Chen, Hui Jiang, Xiangwen Zhang, Chulun Zhou, Huan Lin, Qingqiang Wu, Yongxuan Lai. 2020. Multi-Modal Neural Machine Translation with Deep Semantic Interactions. Information Sciences. (CCF-B类).

Zhengyuan Yang, Tushar Kumar, Tianlang Chen, Jinsong Su, Jiebo Luo. 2020. Grounding-Tracking-Integration. IEEE Transactions on Circuits and Systems for Video Technology. (CCF-B类).

Yongjing Yin, Shaopeng Lai, Linfeng Song, Chulun Zhou, Xianpei Han, Junfeng Yao, Jinsong Su. 2020. An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering. Journal of Artificial Intelligence Research. (CCF-B类).

Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Gen Luo, Xiaopeng Hong, Jinsong Su, Xinghao Ding, Ling Shao. 2020. K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering. In Proc. of ACMMM 2020. (CCF-A类).

Gen Luo, Rongrong Ji, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Chia-Wen Lin, Qi Tian. 2020. Cascade Grouped Attention Network for Referring Expression Segmentation. In Proc. of ACMMM 2020. (CCF-A类).

Huan Lin, Fandong Meng, Jinsong Su, Yongjing Yin, Zhengyuan Yang, Yubin Ge, Jie Zhou, Jiebo Luo. 2020. Dynamic Context-guided Capsule Network for Multimodal Machine Translation. In Proc. of ACMMM 2020. Oral. (CCF-A类).

Xin Liu, Kai Liu, Xiang Li, Jinsong Su, Yubin Ge, Bin Wang, Jiebo Luo. 2020. An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension. In Proc. of IJCAI 2020. (CCF-A类).

Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo. 2020. A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation. In Proc. of ACL 2020. (CCF-A类).

Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu. 2020. Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. In Proc. of ACL 2020. (CCF-A类).

Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu. 2020. Structural Information Preserving for Graph-to-Text Generation. In Proc. of ACL 2020. (CCF-A类).

Biao Zhang, Deyi Xiong, Jun Xie, Jinsong Su. 2020. Neural Machine Translation with GRU-Gated Attention Model. IEEE Transactions on Neural Networks and Learning Systems. (CCF-B类).

Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Deyu Meng, Yue Gao, Chunhua Shen. 2020. Plenty Is Plague: Fine-Grained Learning for Visual Question Answering. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF-A类).

Jiali Zeng, Linfeng Song, Jinsong Su, Xie Jun, Wei Song, Jiebo Luo. 2020. Neural Simile Recognition with Cyclic Multitask Learning and Local Attention. In Proc. of AAAI 2020. (CCF-A类).

Yongjing Yin, Fandong Meng, Jinsong Su, Yubin Ge, Linfeng Song, Jie Zhou, Jiebo Luo. 2020. Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions. In Proc. of AAAI 2020. (CCF-A类).

Kai Liu, Xin Liu, An Yang, Jing Liu, Jinsong Su, Sujian Li, Qiaoqiao She. 2020. A Robust Adversarial Training Approach to Machine Reading Comprehension. In Proc. of AAAI 2020. (CCF-A类).

Jinsong Su, Jiali Zeng, Jun Xie, Huating Wen, Yongjing Yin, Yang Liu. 2019. Exploring Discriminative Word-Level Domain Contexts for Multi-domain Neural Machine Translation. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF-A类).

Biao Zhang, Deyi Xiong, Jinsong Su, Jiebo Luo. 2019. Future-Aware Knowledge Distillation for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Jinsong Su, Xiangwen Zhang, Qian Lin, Yue Qin, Junfeng Yao, Yang Liu. 2019. Exploiting Reverse Target-Side Contexts for Neural Machine Translation via Asynchronous Bidirectional Decoding. Artificial Intelligence. (CCF-A类).

Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li. 2019. Towards Linear Time Neural Machine Translation with Capsule Networks. In Proc. of EMNLP 2019. (CCF-B类).

Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su. 2019. Leveraging Dependency Forest for Neural Medical Relation Extraction. In Proc. of EMNLP 2019. (CCF-B类).

Jiali Zeng, Yang Liu, Jinsong Su, Yubing Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo. 2019. Iterative Dual Domain Adaptation for Neural Machine Translation. In Proc. of EMNLP 2019. (CCF-B类).

Songyang Zhang, Jinsong Su, Jiebo Luo. 2019. Exploiting Temporal Relationships in Video Moment Localization with Natural Language. In Proc. of ACMMM 2019. (CCF-A类).

Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo. 2019. Graph-based Neural Sentence Ordering. In Proc. of IJCAI 2019. (CCF-A类).

Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li, Xiaoshuai Sun. 2019. Free VQA models from Knowledge Inertia by Pairwise Inconformity Learning. In Proc. of AAAI 2019. (CCF-A类).

Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Rongrong Ji. 2019. Towards Cross-Modality Topic Modeling via Deep Topical Correlation Analysis. In Proc. of ICASSP 2019. (CCF-B类).

Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su. 2019. Semantic Neural Machine Translation using AMR. Transactions of the Association for Computational Linguistics. (CCF-B类).

Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo. 2019. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. In Proc. of ACL 2019. (CCF-A类).

Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang. 2019. Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. In Proc. of IJCAI 2019. (CCF-A类).

Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen. 2019. Dynamic Capsule Attention for Visual Question Answering. In Proc. of AAAI 2019. (CCF-A类).

张祥文, 陆紫耀, 杨静, 林倩, 卢宇, 王鸿吉, Jinsong Su. 2018. 基于带权词格的循环神经网络句子语义表示建模. 计算机研究与发展. (CCF-A类中文期刊).

Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang. 2018. Variational Recurrent Neural Machine Translation. In Proc. of AAAI 2018. (CCF-A类).

Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang. 2018. Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks. In Proc. of EMNLP 2018. (CCF-B类).

Biao Zhang, Deyi Xiong, Jinsong Su. 2018. Neural Machine Translation with Deep Attention. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF-A类).

Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Chao Bian. 2018. Neural Machine Translation with Decoding-History Enhanced Attention. In Proc. of COLING 2018. (CCF-B类).

Jiali Zeng, Jinsong Su, Huating Wen, Yang Liu, Jun Xie, Yongjing Yin, Jianqiang Zhao. 2018. Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination. In Proc. of EMNLP 2018. (CCF-B类).

Fuhai Chen, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Jinsong Su. 2018. GroupCap: Group-based Image Captioning with Structured Relevance and Diversity Constraints. In Proc. of CVPR 2018. (CCF-A类).

Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su. 2018. Deconvolution-Based Global Decoding for Neural Machine Translation. In Proc. of COLING 2018. (CCF-B类).

Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang. 2018. Asynchronous Bidirectional Decoding for Neural Machine Translation. In Proc. of AAAI 2018. (CCF-A类).

Biao Zhang, Deyi Xiong, Jinsong Su, Yue Qin. 2018. Alignment-Supervised Bidimensional Attention-Based Recursive Autoencoders for Bilingual Phrase Representation. IEEE Transactions on Cybernetics. (CCF-B类).

Biao Zhang, Deyi Xiong, Jinsong Su. 2018. Accelerating Neural Transformer via an Average Attention Network. In Proc. of ACL 2018. (CCF-A类).

Jinsong Su, Shan Wu, Biao Zhang, Changxing Wu, Yue Qin, Deyi Xiong. 2018. A Neural Generative Autoencoder for Bilingual Word Embeddings. Information Sciences. (CCF-B类).

Jinsong Su, Jiali Zeng, Deyi Xiong, Yang Liu, Mingxuan Wang, Jun Xie. 2018. A Hierarchy-to-Sequence Attentional Neural Machine Translation Model. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Fuhai Chen, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu. 2017. StructCap: Structured Semantic Embedding for Image Captioning. In Proc. of MM 2017. (CCF-A类).

Fuhai Chen, Rongrong Ji, Jinsong Su, Donglin Cao, Yue Gao. 2017. Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning. IEEE Transactions on Multimedia. (CCF-B类).

Yiyi Zhou, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu. 2017. More Than An Answer: Neural Pivot Network for Visual Question Answering. In Proc. of MM 2017. (CCF-A类).

Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu. 2017. Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. In Proc. of AAAI 2017. (CCF-A类).

Changxing Wu, Xiaodong Shi, Yidong Chen, Jinsong Su, Boli Wang. 2017. Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings, In Proc. of ACL 2017. short paper.

Biao Zhang, Deyi Xiong, Jinsong Su. 2017. BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. In Proc. of AAAI 2017. (CCF-A类).

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan. 2017. A Context-Aware Recurrent Encoder for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF-B类).

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang. 2016. Variational Neural Machine Translation. In Proc. of EMNLP 2016. (CCF-B类).

Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang. 2016. Variational Neural Discourse Relation Recognizer. In Proc. of EMNLP 2016. (CCF-B类).

Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xinyu Dai, Jiajun Chen. 2016. Tree-state based Rule Selection Models for Hierarchical Phrase-based Machine Translation. In Proc. of IJCAI 2016. (CCF-A类).

Jinsong Su, Biao Zhang, Deyi Xiong, Ruochen Li, Jianmin Yin. 2016. Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling. In Proc. of COLING 2016. (CCF-B类).

Changxing Wu, Xiaodong Shi, Yidong Chen, Yanzhou Huang, Jinsong Su. 2016. Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. In Proc. of EMNLP 2016. short paper.

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang. 2016. Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. In Proc. of COLING 2016. (CCF-B类).

Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao. 2015. Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. In Proc. of EMNLP 2015. short paper.

Jinsong Su, Deyi Xiong, Shujian Huang, Xianpei Han, Junfeng Yao. 2015. Graph-based Collective Lexical Selection for Statistical Machine Translation. In Proc. of EMNLP 2015. (CCF-B类).

Biao Zhang, Jinsong Su, Deyi Xiong, Hong Duan, Junfeng Yao. 2015. Discriminative Reordering Model Adaptation via Structural Learning. In Proc. of IJCAI 2015. (CCF-A类).

Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, Junfeng Yao, Min Zhang. 2015. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. In Proc. of EMNLP 2015. (CCF-B类).

Jinsong Su, Deyi Xiong, Yang Liu, Xianpei Han, Hongyu Lin, Junfeng Yao, Min Zhang. 2015. A Context-Aware Topic Model for Statistical Machine Translation. In Proc. of ACL 2015. (CCF-A类).

Jinsong Su, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, Qun Liu. 2012. Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. In Proc. of ACL 2012. (CCF-A类).

Jinsong Su, Yang Liu, Yajuan Lv, Haitao Mi, Qun Liu. 2010. Learning Lexicalized Reordering Models from Reordering Graphs. In Proc. of ACL 2010. oral short paper.

Jinsong Su, Yang Liu, Haitao Mi, Hongmei Zhao, Yajuan Lv, Qun Liu. 2010. Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation. In Proc. of COLING 2010. (CCF-B类).