Yuexian Zou
教授
Leads the ADSP lab, researching computational audition, intelligent human-machine dialogue and data analytics.
Yuexian Zou's lab at Peking works on data management & big data. 91 papers since 2023, 63 at top venues, mostly Interspeech and AAAI. Applications close .
At a glance
- papers, 2023–2026
- 24/ year
- at T1 venues
- 69%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 5 papers2026 · T1 5 · collecting
- 11 papers2025 · T1 9
- 39 papers2024 · T1 26
- 36 papers2023 · T1 23
T1 venuesOtherVenues: Interspeech, AAAI, ICASSP, Findings of ACL, ACL
Research focuspaper titles that use each topic's words
- dialogue4 papers
- Data management & big data1 paper
- researching computational0 papers
- audition0 papers
- shenzhen graduate0 papers
Paper list
From DBLP.
20265 papers
- TPAMI (T1)BrushEdit: All-in-One Image Inpainting and Editing (opens in a new tab)
- ICLR (T1)IC-Custom: Diverse Image Customization via In-Context Learning (opens in a new tab)
- AAAI (T1)Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation (opens in a new tab)
- SIGGRAPH (T1)ViewWeaver: Geometry-Grounded Generative Rendering for 3D-Aware Image Customization (opens in a new tab)
- AAAI (T1)WhisperDiari: A Whisper-Based Speaker Diarization Framework in Token Space Leveraging Semantic and Speaker Information for Better Text Adaptability (opens in a new tab)
202511 papers
- Findings of ACLAdvancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding (opens in a new tab)
- ACL (T1)ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors (opens in a new tab)
- ICASSP (T1)Audio-Faces Intra-Frame Alignment with Graph Attention Networks for Active Speaker Detection (opens in a new tab)
- SIGGRAPH Asia (T1)BlobCtrl: Taming Controllable Blob for Element-level Image Editing (opens in a new tab)
- Interspeech (T1)FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation (opens in a new tab)
- ICASSP (T1)HCoTT: Hierarchical Chain-of-Thought Distillation (opens in a new tab)
- AAAI (T1)Image Conductor: Precision Control for Interactive Video Synthesis (opens in a new tab)
- ICICMGTDGraph: Multi-granularity Graph Attention Networks for Multivariate Long-Term Time Series Forecasting (opens in a new tab)
- Interspeech (T1)SpeechSEC: A Unified Multi-Task Framework for Speech Synthesis, Editing, and Continuation (opens in a new tab)
- ICLR (T1)UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation (opens in a new tab)
- CVPR (T1)VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification (opens in a new tab)
202439 papers
- Interspeech (T1)AFL-Net: Integrating Audio, Facial, and Lip Modalities with a Two-step Cross-attention for Robust Speaker Diarization in the Wild (opens in a new tab)
- AAAI (T1)Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment (opens in a new tab)
- Interspeech (T1)Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation (opens in a new tab)
- AAAI (T1)AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head (opens in a new tab)
- ACL (T1)Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment (opens in a new tab)
- Findings of ACLCyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding (opens in a new tab)
- WSDM (T1)Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding (opens in a new tab)
- Interspeech (T1)DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval (opens in a new tab)
- EMNLP (T1)Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection (opens in a new tab)
- AAAI (T1)Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning (opens in a new tab)
- AAAI (T1)Exploiting Auxiliary Caption for Video Grounding (opens in a new tab)
- PRCVFake-GPT: Detecting Fake Image via Large Language Model (opens in a new tab)
202336 papers
- ICASSP (T1)A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding (opens in a new tab)
- Findings of EMNLPAccelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation (opens in a new tab)
- Interspeech (T1)Background-aware Modeling for Weakly Supervised Sound Event Detection (opens in a new tab)
- Interspeech (T1)C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding (opens in a new tab)
- TIP (T1)Concept-Aware Video Captioning: Describing Videos With Effective Prior Information (opens in a new tab)
- CIKM (T1)DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning (opens in a new tab)
- IEEE ACM Trans. Audio Speech Lang. Process.Diffsound: Discrete Diffusion Model for Text-to-Sound Generation (opens in a new tab)
- EMNLP (T1)Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence (opens in a new tab)
- Interspeech (T1)FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding (opens in a new tab)
- AAAI (T1)FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering (opens in a new tab)
- AAAI (T1)FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning (opens in a new tab)
- ICCV (T1)G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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