| 2026 | AAAI | Evaluating, Synthesizing, and Enhancing for Customer Support Conversation. | Jie Zhu, Huaixia Dou, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang, Fang Kong |
| 2026 | IWQoS | Taming GPU Inference Variability with Risk-Aware Scheduling and Dynamic Kernel Segments. | Mingyuan Ding, Guangping Xu, Kang Liu, Junhui Li, Lei Yang, Yunjie Li |
| 2025 | ACL | Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement. | Yichen Dong, Xinglin Lyu, Junhui Li, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang |
| 2025 | ACL | DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation. | Xinglin Lyu, Wei Tang, Yuang Li, Xiaofeng Zhao, Ming Zhu, Junhui Li, Yunfei Lu, Min Zhang, Daimeng Wei, Hao Yang, Min Zhang |
| 2025 | ACL | Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models. | Suhang Wu, Jialong Tang, Chengyi Yang, Pei Zhang, Baosong Yang, Junhui Li, Junfeng Yao, Min Zhang, Jinsong Su |
| 2025 | ACL | FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. | Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su |
| 2025 | ACL | MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset. | Jie Zhu, Junhui Li, Yalong Wen, Xiandong Li, Lifan Guo, Feng Chen |
| 2025 | IJCNN | High-Frequency Information Assisted Superpixel Attention for Lightweight Image Super-Resolution. | Sijia Fu, Qingxuan Shi, Fang Yang, Fangxin Hou, Junhui Li |
| 2025 | IJCNN | MCRO-YOLO: An evolved Version of YOLO for Small Object Detection. | Junhui Li, Qingxuan Shi, Fang Yang, Sijia Fu, Fangxin Hou |
| 2025 | VTC | Deep Reinforcement Learning -based Speed Planning and Torque Distribution Strategy for Dual-motor-drive EV in Urban Scenarios. | Jia Zheng, Junhui Li, Bowen Chen, Zhangnan Jiang, Fuxing Wei, Zheng Chen |
| 2024 | ACL | Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset. | Jie Zhu, Junhui Li, Yalong Wen, Lifan Guo |
| 2024 | COLING | Leveraging AMR Graph Structure for Better Sequence-to-Sequence AMR Parsing. | Linyu Fan, Wu Wu Yiheng, Jun Xie, Junhui Li, Fang Kong, Guodong Zhou |
| 2024 | COLING | Submodular-based In-context Example Selection for LLMs-based Machine Translation. | Baijun Ji, Xiangyu Duan, Zhenyu Qiu, Tong Zhang, Junhui Li, Hao Yang, Min Zhang |
| 2024 | COLING | Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation. | Xiangyu Lei, Junhui Li, Shimin Tao, Hao Yang |
| 2024 | EMNLP | DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators. | Xinglin Lyu, Junhui Li, Yanqing Zhao, Min Zhang, Daimeng Wei, Shimin Tao, Hao Yang, Min Zhang |
| 2024 | Interspeech | Complex Image-Generative Diffusion Transformer for Audio Denoising. | Junhui Li, Pu Wang, Jialu Li, Youshan Zhang |
| 2024 | Interspeech | Diffusion Gaussian Mixture Audio Denoise. | Pu Wang, Junhui Li, Jialu Li, Liangdong Guo, Youshan Zhang |
| 2023 | ACL | Lexical Translation Inconsistency-Aware Document-Level Translation Repair. | Zhen Zhang, Junhui Li, Shimin Tao, Hao Yang |
| 2023 | CIKM | Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training. | Xincheng Ju, Dong Zhang, Suyang Zhu, Junhui Li, Shoushan Li, Guodong Zhou |
| 2023 | IECON | Synchronization Stability Assessment of Grid-Following Converter Based on FCM-SSA-DBN. | Jing Wang, Junru Chen, Wenjia Si, Muyang Liu, Yu Cao, Gangui Yan, Junhui Li |
| 2022 | CIKM | Frequent Itemset Mining with Local Differential Privacy. | Junhui Li, Wensheng Gan, Yijie Gui, Yongdong Wu, Philip S. Yu |
| 2022 | EMNLP | Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation. | Xinglin Lyu, Junhui Li, Shimin Tao, Hao Yang, Ying Qin, Min Zhang |
| 2022 | HCI | Improved Spectral Subtraction Method for Civil Aircraft Approach and Landing Crew Interactive Voice Enhancement. | Nongtian Chen, Weifeng Ning, Yongzheng Man, Junhui Li |
| 2021 | AAAI | Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing. | Dong Zhang, Xincheng Ju, Wei Zhang, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou |
| 2021 | ACL | Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training. | Linqing Chen, Junhui Li, Zhengxian Gong, Boxing Chen, Weihua Luo, Min Zhang, Guodong Zhou |
| 2021 | ACL | XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation. | Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2021 | ACSAC | S2-CAN: Sufficiently Secure Controller Area Network. | Mert D. Pes, Jay W. Schauer, Junhui Li, Kang G. Shin |
| 2021 | EMNLP | Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection. | Xincheng Ju, Dong Zhang, Rong Xiao, Junhui Li, Shoushan Li, Min Zhang, Guodong Zhou |
| 2021 | EMNLP | Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation. | Xinglin Lyu, Junhui Li, Zhengxian Gong, Min Zhang |
| 2021 | IJCAI | Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents. | Linqing Chen, Junhui Li, Zhengxian Gong, Xiangyu Duan, Boxing Chen, Weihua Luo, Min Zhang, Guodong Zhou |
| 2021 | IJCAI | Improving Text Generation with Dynamic Masking and Recovering. | Zhidong Liu, Junhui Li, Muhua Zhu |
| 2021 | IROS | Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators. | Linh Kstner, Xinlin Zhao, Teham Buiyan, Junhui Li, Zhengcheng Shen, Jens Lambrecht, Cornelius Marx |
| 2020 | EMNLP | Improving AMR Parsing with Sequence-to-Sequence Pre-training. | Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2020 | EMNLP | Multi-modal Multi-label Emotion Detection with Modality and Label Dependence. | Dong Zhang, Xincheng Ju, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou |
| 2020 | IJCNN | U-Net with Dense Encoder, Residual Decoder and Depth-wise Skip Connections. | Weiqin Ying, Junhui Li, Yu Wu, Kaijie Zheng, Yali Deng, Jiachen Li |
| 2019 | AAAI | Generating Multiple Diverse Responses for Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Shuming Shi |
| 2019 | EMNLP | A Discrete CVAE for Response Generation on Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi |
| 2019 | EMNLP | Modeling Graph Structure in Transformer for Better AMR-to-Text Generation. | Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou |
| 2019 | IJCAI | Modeling Source Syntax and Semantics for Neural AMR Parsing. | DongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li |
| 2018 | ACL | Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings. | Shaohui Kuang, Junhui Li, Antnio Branco, Weihua Luo, Deyi Xiong |
| 2018 | COLING | Adaptive Weighting for Neural Machine Translation. | Yachao Li, Junhui Li, Min Zhang |
| 2017 | ACL | Modeling Source Syntax for Neural Machine Translation. | Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2016 | CHI | Readful-U: Improving Reading Experience and Social Interaction for Low Vision Elders. | Ninglu Wang, Kai Yu, Junhui Li, Ruofan Zhang, Fei Ren |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing. | Fang Kong, Sheng Li, Junhui Li, Muhua Zhu, Guodong Zhou |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing. | Junhui Li, Fang Kong, Sheng Li, Muhua Zhu, Guodong Zhou |
| 2016 | ICARCV | Robust two-stage Kalman filtering in presence of autoregressive input. | Huiping Zhuang, Junhui Li |
| 2015 | EMNLP | Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar. | Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou |
| 2014 | ACL | A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation. | Junhui Li, Yuval Marton, Philip Resnik, Hal Daum III |
| 2013 | NAACL | Modeling Syntactic and Semantic Structures in Hierarchical Phrase-based Translation. | Junhui Li, Philip Resnik, Hal Daum III |
| 2012 | ACL | Head-Driven Hierarchical Phrase-based Translation. | Junhui Li, Zhaopeng Tu, Guodong Zhou, Josef van Genabith |
| 2010 | ACL | Joint Syntactic and Semantic Parsing of Chinese. | Junhui Li, Guodong Zhou, Hwee Tou Ng |
| 2010 | COLING | Learning the Scope of Negation via Shallow Semantic Parsing. | Junhui Li, Guodong Zhou, Hongling Wang, Qiaoming Zhu |
| 2010 | EMNLP | A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing. | Qiaoming Zhu, Junhui Li, Hongling Wang, Guodong Zhou |
| 2009 | EMNLP | Improving Nominal SRL in Chinese Language with Verbal SRL Information and Automatic Predicate Recognition. | Junhui Li, Guodong Zhou, Hai Zhao, Qiaoming Zhu, Peide Qian |
| 2008 | IJCNLP | Semi-Supervised Learning for Relation Extraction. | Guodong Zhou, Junhui Li, Longhua Qian, Qiaoming Zhu |