Kai Chen

MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes WACV 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026 League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models ACL 2026 FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion ACL 2026 Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic ACL 2026 Rethinking Flow and Diffusion Bridge Models for Speech Enhancement AAAI 2026 Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation AAAI 2026 FaceShot: Bring Any Character into Life ICLR 2025 Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025 DuMo: Dual Encoder Modulation Network for Precise Concept Erasure AAAI 2025 Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities AAAI 2025 LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025 Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025 RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025 Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment ACL 2025 Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025 Redundancy Principles for MLLMs Benchmarks ACL 2025 CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025 OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025 Are Your LLMs Capable of Stable Reasoning? ACL 2025 FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models COLING 2025 Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025 Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation CVPR 2025 TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models CVPR 2025 Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction CVPR 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions CVPR 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025 STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models EMNLP 2025 Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning EMNLP 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control ICCV 2025 PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution ICCV 2025 Information Density Principle for MLLM Benchmarks ICCV 2025 MotionShot: Adaptive Motion Transfer across Arbitrary Objects for Text-to-Video Generation ICCV 2025 Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs ICCV 2025 CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction ICLR 2025 RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything ICLR 2025 Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs ICLR 2025 MindSearch: Mimicking Human Minds Elicits Deep AI Searcher ICLR 2025 ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data MICCAI 2025 GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters NSDI 2025 Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025 Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases WACV 2025 TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models WACV 2025 Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding WACV 2025 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024 MagicDrive: Street View Generation with Diverse 3D Geometry Control ICLR 2024 GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation ICLR 2024 Lean Workbook: A large-scale Lean problem set formalized from natural language math problems NIPS 2024 MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024 GTA: A Benchmark for General Tool Agents NIPS 2024 Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024 HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation NIPS 2024 Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024 MotionBooth: Motion-Aware Customized Text-to-Video Generation NIPS 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024 ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NIPS 2024 CriticEval: Evaluating Large-scale Language Model as Critic NIPS 2024 ANAH: Analytical Annotation of Hallucinations in Large Language Models ACL 2024 A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ACL 2024 Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively ECCV 2024 Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models ECCV 2024 A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting ECCV 2024 LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 How Susceptible are Large Language Models to Ideological Manipulation? EMNLP 2024 ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs EMNLP 2024 Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia EMNLP 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 Flow Scheduling with Imprecise Knowledge NSDI 2024 Accelerating Neural Recommendation Training with Embedding Scheduling NSDI 2024 Towards Domain-Specific Network Transport for Distributed DNN Training NSDI 2024 STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering AAAI 2024 Everything2Motion: Synchronizing Diverse Inputs via a Unified Framework for Human Motion Synthesis AAAI 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024 Any-point Trajectory Modeling for Policy Learning RSS 2024 Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024 YOLOv10: Real-Time End-to-End Object Detection NIPS 2024 Enhanced Scale-aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling MICCAI 2024 Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis ICLR 2024 Safer-Instruct: Aligning Language Models with Automated Preference Data NAACL 2024 EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario COLING 2024 BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024 PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models CVPR 2024 OMG-Seg: Is One Model Good Enough For All Segmentation? CVPR 2024 UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement CVPR 2024 EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI CVPR 2024 Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text CVPR 2024 DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024 RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation CVPR 2024 Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 Differentiable Model Scaling using Differentiable Topk ICML 2024 Can AI Assistants Know What They Don’t Know? ICML 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024 DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models AAAI 2024 UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024 Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024 LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024 Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024 4D Contrastive Superflows are Dense 3D Representation Learners ECCV 2024 MMBENCH: Is Your Multi-Modal Model an All-around Player? ECCV 2024 ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities ECCV 2024 AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation ECCV 2024 "Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation" ECCV 2024 Implicit Concept Removal of Diffusion Models ECCV 2024 Shape-guided Configuration-aware Learning for Endoscopic-image-based Pose Estimation of Flexible Robotic Instruments ECCV 2024 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023 Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation AAAI 2023 GlyphControl: Glyph Conditional Control for Visual Text Generation NIPS 2023 Boosting Point Clouds Rendering via Radiance Mapping AAAI 2023 TG-VQA: Ternary Game of Video Question Answering IJCAI 2023 Learning Shape Primitives via Implicit Convexity Regularization ICCV 2023 Robo3D: Towards Robust and Reliable 3D Perception against Corruptions ICCV 2023 Mixed Autoencoder for Self-Supervised Visual Representation Learning CVPR 2023 RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023 Dense Distinct Query for End-to-End Object Detection CVPR 2023 Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection CVPR 2023 SRNIC: A Scalable Architecture for RDMA NICs NSDI 2023 FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023 Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023 UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework ICCV 2023 Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation ICCV 2023 Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023 Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts ICLR 2023 TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition CVPR 2022 OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022 Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation CVPR 2022 Revisiting Skeleton-Based Action Recognition CVPR 2022 GCFSR: A Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors CVPR 2022 Group R-CNN for Weakly Semi-Supervised Object Detection With Points CVPR 2022 LAVT: Language-Aware Vision Transformer for Referring Image Segmentation CVPR 2022 Dense Siamese Network for Dense Unsupervised Learning ECCV 2022 CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving ECCV 2022 Sim-to-Real 6D Object Pose Estimation via Iterative Self-Training for Robotic Bin Picking ECCV 2022 SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022 Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing NSDI 2022 FAERY: An FPGA-accelerated Embedding-based Retrieval System OSDI 2022 Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022 Attacking Video Recognition Models with Bullet-Screen Comments AAAI 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021 MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving ICCV 2021 SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation ICCV 2021 K-Net: Towards Unified Image Segmentation NIPS 2021 Positional Encoding As Spatial Inductive Bias in GANs CVPR 2021 Learning To Identify Correct 2D-2D Line Correspondences on Sphere CVPR 2021 DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement INTERSPEECH 2021 Temporal ROI Align for Video Object Recognition AAAI 2021 Few-Shot Object Detection via Association and DIscrimination NIPS 2021 Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation ICCV 2021 U-Net Based Direct-Path Dominance Test for Robust Direction-of-Arrival Estimation INTERSPEECH 2020 Real-Time Scene Text Detection with Differentiable Binarization AAAI 2020 Side-Aware Boundary Localization for More Precise Object Detection ECCV 2020 Prime Sample Attention in Object Detection CVPR 2020 Nonlinear Residual Echo Suppression Based on Multi-Stream Conv-TasNet INTERSPEECH 2020 Extracting Symptoms and their Status from Clinical Conversations ACL 2019 An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy INTERSPEECH 2019 CARAFE: Content-Aware ReAssembly of FEatures ICCV 2019 Hybrid Task Cascade for Instance Segmentation CVPR 2019 Region Proposal by Guided Anchoring CVPR 2019 Libra R-CNN: Towards Balanced Learning for Object Detection CVPR 2019 Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model INTERSPEECH 2019 Compression of CTC-Trained Acoustic Models by Dynamic Frame-Wise Distillation or Segment-Wise N-Best Hypotheses Imitation INTERSPEECH 2019 Semi-supervised Learning for Information Extraction from Dialogue INTERSPEECH 2018 PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication NSDI 2018 QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension ICLR 2018 Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018 Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch NSDI 2017 Discover and Learn New Objects From Documentaries CVPR 2017 Enabling ECN in Multi-Service Multi-Queue Data Centers NSDI 2016 Planning with Task-Oriented Knowledge Acquisition for a Service Robot IJCAI 2016 Explicit Path Control in Commodity Data Centers: Design and Applications NSDI 2015 Information-Agnostic Flow Scheduling for Commodity Data Centers NSDI 2015 Distributed Representations of Words and Phrases and their Compositionality NIPS 2013 Large Scale Distributed Deep Networks NIPS 2012 OSA: An Optical Switching Architecture for Data Center Networks with Unprecedented Flexibility NSDI 2012