Yang Li

Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection ACL 2026 AT²PO: Agentic Turn-based Policy Optimization via Tree Search ACL 2026 SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability AAAI 2026 Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration ACL 2026 HyperDiag: Temporal–Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis AAAI 2026 GT2-GS: Geometry-aware Texture Transfer for Gaussian Splatting AAAI 2026 FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026 Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting AAAI 2026 DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition AAAI 2026 Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026 Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 Detecting Training Data of Large Language Models via Expectation Maximization EACL 2026 LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026 IMPACT: Importance-Aware Activation Space Reconstruction ACL 2026 Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks AAAI 2026 From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks AAAI 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning ACL 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026 PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure AAAI 2026 Simulating Distribution Dynamics: Liquid Temporal Feature Evolution for Single-Domain Generalized Object Detection AAAI 2026 Target-Balanced Score Distillation AAAI 2026 Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026 MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning ACL 2026 Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments ACL 2026 LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data AAAI 2025 Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models AAAI 2025 TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings AAAI 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025 Population Aware Diffusion for Time Series Generation AAAI 2025 Hierarchical Part-based Generative Model for Realistic 3D Blood Vessel MICCAI 2025 Hierarchical Feature Learning for Medical Point Clouds via State Space Model MICCAI 2025 EEG-DINO: Learning EEG Foundation Models via Hierarchical Self-Distillation MICCAI 2025 OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning IJCNLP 2025 FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network IJCAI 2025 RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers ICML 2025 Parrot: Multilingual Visual Instruction Tuning ICML 2025 COExpander: Adaptive Solution Expansion for Combinatorial Optimization ICML 2025 Policy Guided Tree Search for Enhanced LLM Reasoning ICML 2025 Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025 Optimal Auction Design in the Joint Advertising ICML 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025 Improving Factuality with Explicit Working Memory ACL 2025 AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025 Towards Cost Sensitive Decision Making AISTATS 2025 PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning ICML 2025 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025 A Compliance Checking Framework Based on Retrieval Augmented Generation COLING 2025 Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time ICML 2025 Open-World Reinforcement Learning over Long Short-Term Imagination ICLR 2025 GLOMA: Global Video Text Spotting with Morphological Association ICLR 2025 UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP ICLR 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025 Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025 Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025 GUAVA: Generalizable Upper Body 3D Gaussian Avatar ICCV 2025 HiFi-Portrait: Zero-shot Identity-preserved Portrait Generation with High-fidelity Multi-face Fusion CVPR 2025 One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception CVPR 2025 OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning AACL 2025 Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization ICCV 2025 Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising ICCV 2025 StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams ICCV 2025 Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025 Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks EMNLP 2025 Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025 AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit CORL 2025 Dissecting and Streamlining the Interactive Loop of Mobile Cloud Gaming NSDI 2025 Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions NAACL 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision AAAI 2025 Motion-Zero: A Zero-Shot Trajectory Control Framework of Moving Object for Diffusion-Based Video Generation AAAI 2025 UniAR: A Unified model for predicting human Attention and Responses on visual content NIPS 2024 Mixtures of Experts for Audio-Visual Learning NIPS 2024 LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image NIPS 2024 VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks NIPS 2024 Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NIPS 2024 Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024 ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model NIPS 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NIPS 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NIPS 2024 Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NIPS 2024 ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024 An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024 Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation AAAI 2024 Phoneme Hallucinator: One-Shot Voice Conversion via Set Expansion AAAI 2024 H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer AAAI 2024 A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024 Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection AAAI 2024 ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition ACL 2024 Diffusion Based Counterfactual Augmentation for Dual Sentiment Classification COLING 2024 Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024 Rich Human Feedback for Text-to-Image Generation CVPR 2024 On Scaling Up a Multilingual Vision and Language Model CVPR 2024 CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024 MUG: Interactive Multimodal Grounding on User Interfaces EACL 2024 "NeuSDFusion: A Spatial-Aware Generative Model for 3D Shape Completion, Reconstruction, and Generation" ECCV 2024 Multi-scale Cross Distillation for Object Detection in Aerial Images ECCV 2024 Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024 Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024 SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024 Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024 Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024 MixSATGEN: Learning Graph Mixing for SAT Instance Generation ICLR 2024 Perceptual Group Tokenizer: Building Perception with Iterative Grouping ICLR 2024 Enhancing Implicit Shape Generators Using Topological Regularizations ICML 2024 ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation ICML 2024 Language Models as Semantic Indexers ICML 2024 Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning ICML 2024 Open Ad Hoc Teamwork with Cooperative Game Theory ICML 2024 OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024 ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces IJCAI 2024 Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation INTERSPEECH 2024 OpenBox: A Python Toolkit for Generalized Black-box Optimization JMLR 2024 Cauchy Graphical Models PGM 2024 SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images WACV 2024 Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023 IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse IJCAI 2023 Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023 A Cross-Modality Context Fusion and Semantic Refinement Network for Emotion Recognition in Conversation ACL 2023 CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023 Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023 Enhanced Training Methods for Multiple Languages ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting EMNLP 2023 SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023 Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus ICLR 2023 Understanding Embodied Reference with Touch-Line Transformer ICLR 2023 3D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation ICLR 2023 Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition NIPS 2023 OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping NIPS 2023 R3 Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context EMNLP 2023 Hierarchical Enhancement Framework for Aspect-based Argument Mining EMNLP 2023 Contrastive learning for supervised graph matching UAI 2023 Split, count, and share: a differentially private set intersection cardinality estimation protocol UAI 2023 Modified Retrace for Off-Policy Temporal Difference Learning UAI 2023 ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023 Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023 Cross-utterance Conditioned Coherent Speech Editing INTERSPEECH 2023 A Dual Attention-based Modality-Collaborative Fusion Network for Emotion Recognition INTERSPEECH 2023 T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization NIPS 2023 INT2: Interactive Trajectory Prediction at Intersections ICCV 2023 PLay: Parametrically Conditioned Layout Generation using Latent Diffusion ICML 2023 Cooperative Open-ended Learning Framework for Zero-Shot Coordination ICML 2023 PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark ECCV 2022 MODE: Multi-View Omnidirectional Depth Estimation with 360° Cameras ECCV 2022 Lepard: Learning Partial Point Cloud Matching in Rigid and Deformable Scenes CVPR 2022 LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning ICLR 2022 The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design NIPS 2022 Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NIPS 2022 Deep and Flexible Graph Neural Architecture Search ICML 2022 NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NIPS 2022 DivBO: Diversity-aware CASH for Ensemble Learning NIPS 2022 Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022 A Universal PINNs Method for Solving Partial Differential Equations with a Point Source IJCAI 2022 Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022 Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ACL 2022 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision NAACL 2022 Homography Decomposition Networks for Planar Object Tracking AAAI 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022 Non-rigid Point Cloud Registration with Neural Deformation Pyramid NIPS 2022 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning CVPR 2021 Iterative Connecting Probability Estimation for Networks NIPS 2021 Partially Observed Exchangeable Modeling ICML 2021 Active Feature Acquisition with Generative Surrogate Models ICML 2021 OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021 Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy EMNLP 2021 Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021 MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021 Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding NIPS 2021 Node Dependent Local Smoothing for Scalable Graph Learning NIPS 2021 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ICCV 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation NIPS 2021 Mapping Natural Language Instructions to Mobile UI Action Sequences ACL 2020 Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss ECCV 2020 Multi-Stage Influence Function NIPS 2020 End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation ECCV 2020 Exchangeable Neural ODE for Set Modeling NIPS 2020 Meta-Neighborhoods NIPS 2020 ACFlow: Flow Models for Arbitrary Conditional Likelihoods ICML 2020 Defense Through Diverse Directions ICML 2020 Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020 Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation AAAI 2020 Exchangeable Generative Models with Flow Scans AAAI 2020 Multi-Point Semantic Representation for Intent Classification AAAI 2020 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020 Efficient Automatic CASH via Rising Bandits AAAI 2020 A Forest from the Trees: Generation through Neighborhoods AAAI 2020 Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization EMNLP 2020 Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder EMNLP 2020 Learning to Optimize Non-Rigid Tracking CVPR 2020 Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention COLING 2020 Robust Estimation of Similarity Transformation for Visual Object Tracking AAAI 2019 Area Attention ICML 2019 Robustness Verification of Tree-based Models NIPS 2019 Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks ICLR 2019 A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning NIPS 2019 You Look Twice: GaterNet for Dynamic Filter Selection in CNNs CVPR 2019 Event Detection without Triggers NAACL 2019 SADIH: Semantic-Aware DIscrete Hashing AAAI 2019 Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation IJCAI 2018 Guess Me if You Can: Acronym Disambiguation for Enterprises ACL 2018 A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition IJCAI 2018 GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018 CFNN: Correlation Filter Neural Network for Visual Object Tracking IJCAI 2017 Hashtag Recommendation with Topical Attention-Based LSTM COLING 2016 Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries ICCV 2015 Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches CVPR 2015 3D Model-Based Continuous Emotion Recognition CVPR 2015 Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge EMNLP 2015 Automatic Name-Face Alignment to Enable Cross-Media News Retrieval IJCAI 2013