Li Chen

MemRec: Collaborative Memory-Augmented Agentic Recommender System ACL 2026 Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models ACL 2026 Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time AAAI 2026 Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 ITMatch: Arch-Guided Semi-Supervised Tooth Arrangement via Iterative Confidence Evaluation MICCAI 2025 Edge-Aware Hierarchical Graph Transformer to Decode Brain Arterial Network MICCAI 2025 On the Power of Learning-Augmented Search Trees ICML 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models AAAI 2025 QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition AAAI 2025 Resolving Packets from Counters: Enabling Multi-scale Network Traffic Super Resolution via Composable Large Traffic Model NSDI 2025 From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking AAAI 2025 CEGS: Configuration Example Generalizing Synthesizer NSDI 2025 SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025 Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability NIPS 2024 Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NIPS 2024 Generalized Predictive Model for Autonomous Driving CVPR 2024 Named Entity Driven Zero-Shot Image Manipulation CVPR 2024 Visual Point Cloud Forecasting enables Scalable Autonomous Driving CVPR 2024 I2Net: Exploiting Misaligned Contexts Orthogonally with Implicit-Parameterized Implicit Functions for Medical Image Segmentation MICCAI 2024 LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving ICLR 2024 T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy ECCV 2024 Fully Sparse 3D Occupancy Prediction ECCV 2024 DriveLM: Driving with Graph Visual Question Answering ECCV 2024 FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation ECCV 2024 Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation NIPS 2024 Learning Manipulation by Predicting Interaction RSS 2024 AvatarVerse: High-Quality & Stable 3D Avatar Creation from Text and Pose AAAI 2024 Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Klonet: an Easy-to-Use and Scalable Platform for Computer Networks Education NSDI 2024 $\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild NIPS 2024 Fairness-Aware Meta-Learning via Nash Bargaining NIPS 2024 Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model INTERSPEECH 2023 REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths NIPS 2023 OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping NIPS 2023 SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines AAAI 2023 Self-Paced Learning Based Graph Convolutional Neural Network for Mixed Integer Programming (Student Abstract) AAAI 2023 ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts CVPR 2023 Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection CVPR 2023 Think Twice Before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving CVPR 2023 Planning-Oriented Autonomous Driving CVPR 2023 Scene as Occupancy ICCV 2023 Local and Global Logit Adjustments for Long-Tailed Learning ICCV 2023 DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving ICCV 2023 MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023 Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling ICLR 2023 A Two-stage Progressive Neural Network for Acoustic Echo Cancellation INTERSPEECH 2023 An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec INTERSPEECH 2023 ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning ECCV 2022 Robust Landmark-Based Stent Tracking in X-Ray Fluoroscopy ECCV 2022 Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline NIPS 2022 SoftCollage: A Differentiable Probabilistic Tree Generator for Image Collage CVPR 2022 PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark ECCV 2022 Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach CORL 2022 Speech Enhancement with Weakly Labelled Data from AudioSet INTERSPEECH 2021 Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks NIPS 2021 Simulating Unknown Target Models for Query-Efficient Black-Box Attacks CVPR 2021 LightGuardian: A Full-Visibility, Lightweight, In-band Telemetry System Using Sketchlets NSDI 2021 Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification ACL 2021 Personalized Transformer for Explainable Recommendation ACL 2021 Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification SEMEVAL 2021 Cascade Image Matting With Deformable Graph Refinement ICCV 2021 Personalized Transformer for Explainable Recommendation IJCNLP 2021 Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification IJCNLP 2021 CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020 Xiaomingbot: A Multilingual Robot News Reporter ACL 2020 Blurry Video Frame Interpolation CVPR 2020 Content Adaptive and Error Propagation Aware Deep Video Compression ECCV 2020 Ranking-Based Autoencoder for Extreme Multi-label Classification NAACL 2019 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018 PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication NSDI 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018 Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch NSDI 2017 Enabling ECN in Multi-Service Multi-Queue Data Centers NSDI 2016 Information-Agnostic Flow Scheduling for Commodity Data Centers NSDI 2015 Tri-Training for Authorship Attribution with Limited Training Data ACL 2014 The CAM Software for Nonnegative Blind Source Separation in R-Java JMLR 2013 GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering IJCAI 2013