| 2025 | ACL | Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. | Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou |
| 2025 | Interspeech | A Joint Network for Singing Melody Extraction from Polyphonic Music with Attention Aggregation and Self-Consistency Training. | Jiabo Jing, Ying Hu, Hao Huang, Liang He, Zhijian Ou |
| 2025 | Interspeech | Lightweight and Robust Multi-Channel End-to-End Speech Recognition with Spherical Harmonic Transform. | Xiangzhu Kong, Hao Huang, Zhijian Ou |
| 2025 | Interspeech | LLM-based phoneme-to-grapheme for phoneme-based speech recognition. | Te Ma, Min Bi, Saierdaer Yusuyin, Hao Huang, Zhijian Ou |
| 2024 | COLING | UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. | Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li |
| 2023 | ASRU | Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. | Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng |
| 2023 | Interspeech | Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. | Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng |
| 2023 | Interspeech | Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition. | Hong Liu, Zhaobiao Lv, Zhijian Ou, Wenbo Zhao, Qing Xiao |
| 2023 | SP | Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning. | Wenyu Zhu, Zhiyao Feng, Zihan Zhang, Jianjun Chen, Zhijian Ou, Min Yang, Chao Zhang |
| 2022 | Interspeech | CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR. | Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan |
| 2022 | Interspeech | An Empirical Study of Language Model Integration for Transducer based Speech Recognition. | Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan |
| 2022 | SIGdial | Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. | Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng |
| 2021 | ASRU | Multilingual and Crosslingual Speech Recognition Using Phonological-Vector Based Phone Embeddings. | Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou |
| 2021 | Interspeech | Deformable TDNN with Adaptive Receptive Fields for Speech Recognition. | Keyu An, Yi Zhang, Zhijian Ou |
| 2020 | AAAI | Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context. | Yichi Zhang, Zhijian Ou, Zhou Yu |
| 2020 | ACL | Paraphrase Augmented Task-Oriented Dialog Generation. | Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu |
| 2020 | EMNLP | A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. | Yichi Zhang, Zhijian Ou, Min Hu, Junlan Feng |
| 2020 | ICASSP | Integrating Discrete and Neural Features Via Mixed-Feature Trans-Dimensional Random Field Language Models. | Silin Gao, Zhijian Ou, Wei Yang, Huifang Xu |
| 2020 | ICASSP | Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and Labeling. | Yunfu Song, Zhijian Ou, Zitao Liu, Songfan Yang |
| 2020 | Interspeech | CAT: A CTC-CRF Based ASR Toolkit Bridging the Hybrid and the End-to-End Approaches Towards Data Efficiency and Low Latency. | Keyu An, Hongyu Xiang, Zhijian Ou |
| 2020 | Interspeech | Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. | Yichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng |
| 2020 | UAI | Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. | Zhijian Ou, Yunfu Song |
| 2019 | ICASSP | Neural CRF Transducers for Sequence Labeling. | Kai Hu, Zhijian Ou, Min Hu, Junlan Feng |
| 2019 | ICASSP | CRF-based Single-stage Acoustic Modeling with CTC Topology. | Hongyu Xiang, Zhijian Ou |
| 2018 | ICASSP | Tracking of Enriched Dialog States for Flexible Conversational Information Access. | Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu |
| 2018 | ICASSP | Learning Neural Trans-Dimensional Random Field Language Models with Noise-Contrastive Estimation. | Bin Wang, Zhijian Ou |
| 2017 | ASRU | Language modeling with neural trans-dimensional random fields. | Bin Wang, Zhijian Ou |
| 2017 | ICASSP | Joint Bayesian Gaussian Discriminant Analysis for speaker verification. | Yiyan Wang, Haotian Xu, Zhijian Ou |
| 2015 | ACL | Trans-dimensional Random Fields for Language Modeling. | Bin Wang, Zhijian Ou, Zhiqiang Tan |
| 2014 | ICASSP | Improvement of Probabilistic Acoustic Tube model for speech decomposition. | Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson |
| 2012 | ICASSP | Combining eigenvoice speaker modeling and VTS-based environment compensation for robust speech recognition. | Zhijian Ou, Kan Deng |
| 2012 | ICASSP | CRF-based confidence measures of recognized candidates for lattice-based audio indexing. | Zhijian Ou, Huaqing Luo |
| 2011 | ICASSP | Combining HMM-based melody extraction and NMF-based soft masking for separating voice and accompaniment from monaural audio. | Yun Wang, Zhijian Ou |
| 2010 | ICASSP | Variational nonparametric Bayesian Hidden Markov Model. | Nan Ding, Zhijian Ou |
| 2010 | Interspeech | Spoken English assessment system for non-native speakers using acoustic and prosodic features. | Qin Shi, Kun Li, Shilei Zhang, Stephen M. Chu, Ji Xiao, Zhijian Ou |
| 2008 | ICASSP | Caption-aided speech detection in videos. | Cong Li, Zhijian Ou, Wei Hu, Tao Wang, Yimin Zhang |
| 2007 | ICASSP | Latent Correlation Analysis of HMM Parameters for Speech Recognition. | Zhijian Ou, Jun Luo |
| 2006 | ICPR | Switching Auxiliary Chains for Speech Recognition based on Dynamic Bayesian Networks. | Hui Lin, Zhijian Ou |
| 2006 | SMC | Partial-tied-mixture Auxiliary Chain Models for Speech Recognition Based on Dynamic Bayesian Networks. | Hui Lin, Zhijian Ou |
| 2005 | ICASSP | Closely Coupled Array Processing and Model-Based Compensation for Microphone Array Speech Recognition. | Xianyu Zhao, Zhijian Ou, Minhua Chen, Zuoying Wang |
| 2005 | Interspeech | Discriminative speaker adaptation with eigenvoices. | Jun Luo, Zhijian Ou, Zuoying Wang |
| 2004 | Interspeech | Discriminative combination of multiple linear predictions for speech recognition. | Zhijian Ou, Zuoying Wang |
| 2002 | ICASSP | A new combined model of statics-dynamics of speech. | Zhijian Ou, Zuoying Wang |
| 2002 | Interspeech | A combined model of statics-dynamics of speech optimized using maximum mutual information. | Zhijian Ou, Zuoying Wang |
| 2001 | Interspeech | A new DP-like speaker clustering algorithm. | Zhijian Ou, Zuoying Wang |