Yu Gu

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction AAAI 2026 Long-Chain Reasoning Distillation via Adaptive Prefix Alignment ACL 2026 Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 CSSinger: End-to-End Chunkwise Streaming Singing Voice Synthesis System Based on Conditional Variational Autoencoder AAAI 2025 ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025 Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025 Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025 LIST: Language-Independent Speech Token for Multilingual Speech Synthesis with Language Models Interspeech 2025 Magma: A Foundation Model for Multimodal AI Agents CVPR 2025 Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning Interspeech 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 Video-to-Audio Generation with Fine-grained Temporal Semantics Interspeech 2025 VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents ICLR 2025 A Branching Decoder for Set Generation ICLR 2024 AgentBench: Evaluating LLMs as Agents ICLR 2024 FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 KoLA: Carefully Benchmarking World Knowledge of Large Language Models ICLR 2024 LDM-SVC: Latent Diffusion Model Based Zero-Shot Any-to-Any Singing Voice Conversion with Singer Guidance Interspeech 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024 Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation AAAI 2024 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ICLR 2024 CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering EMNLP 2023 Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023 Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023 Interactive Span Recommendation for Biomedical Text ACL 2023 Mind2Web: Towards a Generalist Agent for the Web NeurIPS 2023 Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology MLHC 2023 Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023 ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022 Clues Before Answers: Generation-Enhanced Multiple-Choice QA NAACL 2022 Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022 A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021 Multi-task WaveNet: A Multi-task Generative Model for Statistical Parametric Speech Synthesis without Fundamental Frequency Conditions Interspeech 2018 Single-Pass PCA of Large High-Dimensional Data IJCAI 2017 Waveform Modeling Using Stacked Dilated Convolutional Neural Networks for Speech Bandwidth Extension Interspeech 2017 Speech Bandwidth Extension Using Bottleneck Features and Deep Recurrent Neural Networks Interspeech 2016