Yaohui Jin

ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry ACL 2026 ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data ACL 2025 Context Guided Transformer Entropy Modeling for Video Compression ICCV 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 MultiConIR: Towards Multi-Condition Information Retrieval EMNLP 2025 PASG: A Closed-Loop Framework for Automated Geometric Primitive Extraction and Semantic Anchoring in Robotic Manipulation ICCV 2025 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024 Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis AAAI 2024 Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding EMNLP 2023 Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry AAAI 2023 MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning ACL 2023 Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation AAAI 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset Interspeech 2022 To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021 Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021 Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021 End-to-End Conversational Search for Online Shopping with Utterance Transfer EMNLP 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING 2020 Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020 Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP 2020 Modeling Content Importance for Summarization with Pre-trained Language Models EMNLP 2020 Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019 TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics IJCAI 2019 Generative Warfare Nets: Ensemble via Adversaries and Collaborators IJCAI 2018 Learning What to Share: Leaky Multi-Task Network for Text Classification COLING 2018 MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018 Multi-Task Label Embedding for Text Classification EMNLP 2018 Transformable Convolutional Neural Network for Text Classification IJCAI 2018 A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning IJCAI 2017