Jianguo Li

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit ACL 2026 Dual-Granularity Memory for Efficient Video Generation CVPR 2026 Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ACL 2026 LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026 CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences ICLR 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ACL 2025 Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions ICLR 2025 AmortizedPeriod: Attention-based Amortized Inference for Periodicity Identification ICLR 2024 CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024 CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024 D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024 DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation NeurIPS 2024 DUPLEX: Dual GAT for Complex Embedding of Directed Graphs ICML 2024 Finite-State Autoregressive Entropy Coding for Efficient Learned Lossless Compression ICLR 2024 MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment ECCV 2024 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling NeurIPS 2023 ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023 Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting ICLR 2022 Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting IJCAI 2022 Variational Pedestrian Detection CVPR 2021 Few Sample Knowledge Distillation for Efficient Network Compression CVPR 2020 Composite Binary Decomposition Networks AAAI 2019 Towards Accurate One-Stage Object Detection With AP-Loss CVPR 2019 Boosting Adversarial Attacks With Momentum CVPR 2018 Learning Visual Knowledge Memory Networks for Visual Question Answering CVPR 2018 BodyFusion: Real-Time Capture of Human Motion and Surface Geometry Using a Single Depth Camera ICCV 2017 DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV 2017 Learning Efficient Convolutional Networks Through Network Slimming ICCV 2017 Weakly Supervised Dense Video Captioning CVPR 2017 Optimal Bayesian Hashing for Efficient Face Recognition IJCAI 2015 Learning SURF Cascade for Fast and Accurate Object Detection CVPR 2013 Which Are the Best Features for Automatic Verb Classification ACL 2008 Parsing and Subcategorization Data ACL 2006