Yingbo Zhou

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ACL 2026 CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025 Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025 Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 ARM: Alignment with Residual Energy-Based Model NAACL 2024 DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024 Exact Fusion via Feature Distribution Matching for Few-shot Image Generation CVPR 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NeurIPS 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 Parameter-Efficient Detoxification with Contrastive Decoding ACL 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NeurIPS 2024 Best-k Search Algorithm for Neural Text Generation ACL 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023 General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning IJCAI 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 SharPT: Shared Latent Space Prompt Tuning EACL 2023 UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NeurIPS 2023 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022 Efficient and Differentiable Conformal Prediction with General Function Classes ICLR 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022 RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022 Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 Focused Attention Improves Document-Grounded Generation NAACL 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 Testing Cross-Database Semantic Parsers With Canonical Utterances EMNLP 2021 Unsupervised Paraphrasing with Pretrained Language Models EMNLP 2021 WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021 An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition Interspeech 2020 Online Structured Meta-learning NeurIPS 2020 Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation ICLR 2019 Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019 A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Interspeech 2018 End-to-End Dense Video Captioning With Masked Transformer CVPR 2018 Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks ICML 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Parallel Feature Selection Inspired by Group Testing NeurIPS 2014