Jing Liu

GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models AAAI 2026 OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 SFGA: Similarity-Constrained Fusion Learning for Unsupervised Anomaly Detection in Multiplex Graphs AAAI 2026 LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention AAAI 2026 UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026 BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026 SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection AAAI 2026 M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026 Context-aware Dynamic Pruning for Speech Foundation Models ICLR 2025 ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025 DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection AAAI 2025 TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning AAAI 2025 FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025 AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025 Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage AAAI 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Channel Merging: Preserving Specialization for Merged Experts AAAI 2025 AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion CVPR 2025 QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025 Efficient Motion-Aware Video MLLM CVPR 2025 ID-Patch: Robust ID Association for Group Photo Personalization CVPR 2025 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025 SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface WACV 2025 GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation WACV 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity ICCV 2025 MotionCtrl: A Real-time Controllable Vision-Language-Motion Model ICCV 2025 COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation ICCV 2025 An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 Exploring the Frontiers of Animation Video Generation in the Sora Era: Method, Dataset and Benchmark IJCAI 2025 Learning Beyond Still Frames: Scaling Vision-Language Models with Video ICCV 2025 ECC: Synergizing Emotion, Cause and Commonsense for Empathetic Dialogue Generation COLING 2025 RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems COLING 2025 Few-Shot Learner Generalizes Across AI-Generated Image Detection ICML 2025 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration ICML 2025 Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025 Diffusion Feedback Helps CLIP See Better ICLR 2025 Ada-K Routing: Boosting the Efficiency of MoE-based LLMs ICLR 2025 Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs ICLR 2025 LLM as Copilot for Coarse-grained Vision-and-Language Navigation ECCV 2024 Self-Evaluation of Large Language Model based on Glass-box Features EMNLP 2024 Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Temporal Adaptive RGBT Tracking with Modality Prompt AAAI 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features WACV 2024 Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024 The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education NAACL 2024 Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation MIDL 2024 SegNeuron: 3D Neuron Instance Segmentation in Any EM Volume with a Generalist Model MICCAI 2024 Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages INTERSPEECH 2024 Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024 Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions ACL 2024 ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition COLING 2024 Automated Loss function Search for Class-imbalanced Node Classification ICML 2024 Pretrained Optimization Model for Zero-Shot Black Box Optimization NIPS 2024 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NIPS 2024 ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification NIPS 2024 MiniCache: KV Cache Compression in Depth Dimension for Large Language Models NIPS 2024 Rapid Plug-in Defenders NIPS 2024 Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation CVPR 2024 Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection CVPR 2024 Open-Vocabulary Video Anomaly Detection CVPR 2024 TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models CVPR 2024 SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models CVPR 2024 Efficient Stitchable Task Adaptation CVPR 2024 QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models ICLR 2024 EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models ICLR 2024 COSA: Concatenated Sample Pretrained Vision-Language Foundation Model ICLR 2024 Stitched ViTs are Flexible Vision Backbones ECCV 2024 Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception ICCV 2023 PTQD: Accurate Post-Training Quantization for Diffusion Models NIPS 2023 How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception NIPS 2023 VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset NIPS 2023 GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER NIPS 2023 SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines AAAI 2023 TOME: A Two-stage Approach for Model-based Retrieval ACL 2023 Video Event Restoration Based on Keyframes for Video Anomaly Detection CVPR 2023 Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023 Dynamic Focus-Aware Positional Queries for Semantic Segmentation CVPR 2023 MOSO: Decomposing MOtion, Scene and Object for Video Prediction CVPR 2023 OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis CVPR 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception ICCV 2023 BiViT: Extremely Compressed Binary Vision Transformers ICCV 2023 March in Chat: Interactive Prompting for Remote Embodied Referring Expression ICCV 2023 LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding ICCV 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 A Survey on Efficient Training of Transformers IJCAI 2023 Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models INTERSPEECH 2023 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023 EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022 Computationally Identifying Funneling and Focusing Questions in Classroom Discourse NAACL 2022 Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection ECCV 2022 DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022 Less Is More: Pay Less Attention in Vision Transformers AAAI 2022 DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models EMNLP 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NIPS 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 Consistent-Separable Feature Representation for Semantic Segmentation AAAI 2021 Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions IJCNLP 2021 DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021 RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering NAACL 2021 DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications IJCNLP 2021 Scalable Vision Transformers With Hierarchical Pooling ICCV 2021 HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021 PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval IJCNLP 2021 A Novel Method to Solve Neural Knapsack Problems ICML 2021 RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking EMNLP 2021 Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ACL 2021 Phonetically Induced Subwords for End-to-End Speech Recognition INTERSPEECH 2021 PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval ACL 2021 AQD: Towards Accurate Quantized Object Detection CVPR 2021 A Cluster-Weighted Kernel K-Means Method for Multi-View Clustering AAAI 2020 Learning Progressive Joint Propagation for Human Motion Prediction ECCV 2020 Generative Low-bitwidth Data Free Quantization ECCV 2020 Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision ECCV 2020 Deep Transferring Quantization ECCV 2020 Normalized and Geometry-Aware Self-Attention Network for Image Captioning CVPR 2020 Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020 Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Deep Incremental Hashing Network for Efficient Image Retrieval CVPR 2019 MSCap: Multi-Style Image Captioning With Unpaired Stylized Text CVPR 2019 Dual Attention Network for Scene Segmentation CVPR 2019 Densely Connected Attention Flow for Visual Question Answering IJCAI 2019 FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data IJCAI 2019 VEST: A System for Vulnerability Exploit Scoring & Timing IJCAI 2019 Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019 Adaptive Context Network for Scene Parsing ICCV 2019 Discrimination-aware Channel Pruning for Deep Neural Networks NIPS 2018 Answer-focused and Position-aware Neural Question Generation EMNLP 2018 Aggregated Semantic Matching for Short Text Entity Linking CONLL 2018 Neural Math Word Problem Solver with Reinforcement Learning COLING 2018 Principled Schedulability Analysis for Distributed Storage Systems using Thread Architecture Models OSDI 2018 Fault-Tolerance, Fast and Slow: Exploiting Failure Asynchrony in Distributed Systems OSDI 2018 Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018 Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task ACL 2018 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017 A Statistical Framework for Product Description Generation IJCNLP 2017 Knowledge Base Completion via Coupled Path Ranking ACL 2016 Understanding Periodically Interrupted Mandarin Speech INTERSPEECH 2016 RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ACL 2016 News Citation Recommendation with Implicit and Explicit Semantics ACL 2016 Weakly Supervised RBM for Semantic Segmentation IJCAI 2015 A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services EMNLP 2014 Question Difficulty Estimation in Community Question Answering Services EMNLP 2013 A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers EMNLP 2013 Weakly-Supervised Dual Clustering for Image Semantic Segmentation CVPR 2013 Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining ACL 2011