← Authors

Jing Liu

161 papers · 2011–2026 · 19 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (19) 🐝 Cross-Pollinator (12) 🏠 Conference Loyalist (23) 🀝 Dynamic Duo (18) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Grand Slam πŸ”¬ Deep Specialist (20) πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) ⚑ Prolific Year (9) πŸ’Ž Century Club (153) πŸ—ƒοΈ Keyword Collector (646) πŸ“ˆ Trend Setter

Conferences

AAAI (25) CVPR (23) ACL (17) EMNLP (16) ICCV (14) NIPS (12) IJCAI (9) ICLR (8) ECCV (7) COLING (5) WACV (4) INTERSPEECH (4) IJCNLP (4) ICML (4) NAACL (3) MIDL (2) OSDI (2) MICCAI (1) CONLL (1)

Top co-authors

Bohan Zhuang (19) Hua Wu (19) Haifeng Wang (18) Longteng Guo (14) Hanqing Lu (10) Yingqi Qu (10) Ruiyang Ren (10) Xingjian He (9) Chin-Yew Lin (9) Qiaoqiao She (9)

Keywords

model compression (13) large language model (12) attention mechanism (8) machine reading comprehension (8) diffusion model (6) semantic segmentation (6) multimodal learning (6) question answering (6) transfer learning (5) representation learning (5) video understanding (5) object detection (5) model robustness (5) vision-language model (5) information retrieval (4) knowledge distillation (4) pretrained language model (4) visual question answering (4) vision transformer (4) multi-modal learning (4)

Papers

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
GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models AAAI 2026
Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 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
OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026
UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026
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
Context-aware Dynamic Pruning for Speech Foundation Models ICLR 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
SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface WACV 2025
GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation WACV 2025
MotionCtrl: A Real-time Controllable Vision-Language-Motion Model ICCV 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
Learning Beyond Still Frames: Scaling Vision-Language Models with Video ICCV 2025
Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 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
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation ICCV 2025
Exploring the Frontiers of Animation Video Generation in the Sora Era: Method, Dataset and Benchmark IJCAI 2025
Few-Shot Learner Generalizes Across AI-Generated Image Detection ICML 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 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
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration ICML 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025
VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 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
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025
Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025
Diffusion Feedback Helps CLIP See Better ICLR 2025
Efficient Stitchable Task Adaptation CVPR 2024
LLM as Copilot for Coarse-grained Vision-and-Language Navigation ECCV 2024
Stitched ViTs are Flexible Vision Backbones ECCV 2024
Self-Evaluation of Large Language Model based on Glass-box Features EMNLP 2024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
Rapid Plug-in Defenders NIPS 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
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
Pretrained Optimization Model for Zero-Shot Black Box Optimization NIPS 2024
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model ICLR 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
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
Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 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
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
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception ICCV 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
CoPur: Certifiably Robust Collaborative Inference via Feature Purification NIPS 2022
DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models EMNLP 2022
Computationally Identifying Funneling and Focusing Questions in Classroom Discourse NAACL 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022
EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection ECCV 2022
Scalable Vision Transformers With Hierarchical Pooling ICCV 2021
Consistent-Separable Feature Representation for Semantic Segmentation AAAI 2021
AQD: Towards Accurate Quantized Object Detection CVPR 2021
A Novel Method to Solve Neural Knapsack Problems ICML 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval ACL 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 IJCNLP 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval IJCNLP 2021
Phonetically Induced Subwords for End-to-End Speech Recognition INTERSPEECH 2021
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ACL 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering NAACL 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking EMNLP 2021
HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision ECCV 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
A Cluster-Weighted Kernel K-Means Method for Multi-View Clustering AAAI 2020
Normalized and Geometry-Aware Self-Attention Network for Image Captioning CVPR 2020
Learning Progressive Joint Propagation for Human Motion Prediction ECCV 2020
Deep Transferring Quantization ECCV 2020
Generative Low-bitwidth Data Free Quantization ECCV 2020
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 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
MSCap: Multi-Style Image Captioning With Unpaired Stylized Text CVPR 2019
Deep Incremental Hashing Network for Efficient Image Retrieval CVPR 2019
Adaptive Context Network for Scene Parsing ICCV 2019
Neural Math Word Problem Solver with Reinforcement Learning COLING 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 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
Discrimination-aware Channel Pruning for Deep Neural Networks NIPS 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
Aggregated Semantic Matching for Short Text Entity Linking CONLL 2018
A Statistical Framework for Product Description Generation IJCNLP 2017
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ACL 2016
Understanding Periodically Interrupted Mandarin Speech INTERSPEECH 2016
News Citation Recommendation with Implicit and Explicit Semantics ACL 2016
Knowledge Base Completion via Coupled Path Ranking 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
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers EMNLP 2013
Question Difficulty Estimation in Community Question Answering Services EMNLP 2013
Weakly-Supervised Dual Clustering for Image Semantic Segmentation CVPR 2013
Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining ACL 2011