Cheng Yang

ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web ACL 2026 PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths AAAI 2026 LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules AAAI 2026 MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing ACL 2026 Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts ACL 2026 Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025 DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025 Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025 TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model CVPR 2025 LLM2: Let Large Language Models Harness System 2 Reasoning NAACL 2025 Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025 Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence ICLR 2025 Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025 Federated Graph Condensation with Information Bottleneck Principles AAAI 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025 Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction AAAI 2025 SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025 Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025 Small Lesions-aware Bidirectional Multimodal Multiscale Fusion Network for Lung Disease Classification MICCAI 2025 Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025 Scaling Large Language Model-based Multi-Agent Collaboration ICLR 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation ICLR 2025 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition EMNLP 2024 Autonomous Agents for Collaborative Task under Information Asymmetry NIPS 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024 GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent NIPS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NIPS 2024 Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models NIPS 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024 Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge ACL 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 ChatDev: Communicative Agents for Software Development ACL 2024 CountFormer: Multi-View Crowd Counting Transformer ECCV 2024 BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024 ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP 2024 Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024 HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing EMNLP 2024 Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors ICLR 2024 Heterogeneous Graph Transformer with Poly-Tokenization IJCAI 2024 Solving General Natural-Language-Description Optimization Problems with Large Language Models NAACL 2024 Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023 Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization NIPS 2023 NewsDialogues: Towards Proactive News Grounded Conversation ACL 2023 AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023 A Simple Framework for Text-Supervised Semantic Segmentation CVPR 2023 Enhancing Dialogue Generation with Conversational Concept Flows EACL 2023 Question Answering as Programming for Solving Time-Sensitive Questions EMNLP 2023 "PartImageNet: A Large, High-Quality Dataset of Parts" ECCV 2022 SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022 Learning To Reconstruct 3D Non-Cuboid Room Layout From a Single RGB Image WACV 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022 IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task EMNLP 2022 Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021 Nonseparable Symplectic Neural Networks ICLR 2021 KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ACL 2021 KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion IJCNLP 2021 Treasures Outside Contexts: Improving Event Detection via Global Statistics EMNLP 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021 Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration NIPS 2021 Hand Image Understanding via Deep Multi-Task Learning ICCV 2021 PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction IJCAI 2020 Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020 MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space AAAI 2020 Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ACL 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 A Practical Semi-Parametric Contextual Bandit IJCAI 2019 Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks IJCAI 2019 Sentiment-Controllable Chinese Poetry Generation IJCAI 2019 Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019 Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise ICCV 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding IJCNLP 2019 GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019 Robust Online Matching with User Arrival Distribution Drift AAAI 2019 Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement EMNLP 2018 Fast Network Embedding Enhancement via High Order Proximity Approximation IJCAI 2017 Network Representation Learning with Rich Text Information IJCAI 2015 A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin JMLR 2011