Yelong Shen

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability ACL 2026 Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions ACL 2026 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025 Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling ICLR 2025 Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025 Adapting LLM Agents with Universal Communication Feedback NAACL 2025 Competition-Level Problems are Effective LLM Evaluators ACL 2024 CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing ICLR 2024 Not All Tokens Are What You Need for Pretraining NIPS 2024 Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024 Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024 Language Models can be Deductive Solvers NAACL 2024 Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models NAACL 2024 ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024 Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023 In-Context Learning Unlocked for Diffusion Models NIPS 2023 AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NIPS 2023 Joint Generator-Ranker Learning for Natural Language Generation ACL 2023 Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise ICML 2023 Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022 A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022 CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing ACL 2022 Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022 Controllable Natural Language Generation with Contrastive Prefixes ACL 2022 CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022 SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022 Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022 Adversarial Retriever-Ranker for Dense Text Retrieval ICLR 2022 LoRA: Low-Rank Adaptation of Large Language Models ICLR 2022 CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding ICLR 2021 Memory-Efficient Differentiable Transformer Architecture Search ACL 2021 Integrated Defense for Resilient Graph Matching ICML 2021 Poolingformer: Long Document Modeling with Pooling Attention ICML 2021 Reader-Guided Passage Reranking for Open-Domain Question Answering ACL 2021 Generation-Augmented Retrieval for Open-Domain Question Answering ACL 2021 UnitedQA: A Hybrid Approach for Open Domain Question Answering IJCNLP 2021 Generation-Augmented Retrieval for Open-Domain Question Answering IJCNLP 2021 Reader-Guided Passage Reranking for Open-Domain Question Answering IJCNLP 2021 Memory-Efficient Differentiable Transformer Architecture Search IJCNLP 2021 UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL 2021 MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL 2020 Adversarial Attacks on Deep Graph Matching NIPS 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 StoryGAN: A Sequential Conditional GAN for Story Visualization CVPR 2019 Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019 Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL 2019 Stochastic Answer Networks for Machine Reading Comprehension ACL 2018 M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search NIPS 2018 Language-Based Image Editing With Recurrent Attentive Models CVPR 2018 FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension ICLR 2018 An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks IJCNLP 2017 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015