Li, Peng

DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval

Composed Image Retrieval (CIR) aims to retrieve target images from a gallery based on a reference image and modification text as a combined query. Recent approaches focus on balancing global...

Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency

Speculative decoding accelerates Large Language Model (LLM) inference by employing a small speculative model (SSM) to generate multiple candidate tokens and verify them using the LLM in parallel....

AI Mathematician as a Partner in Advancing Mathematical Discovery -- A Case Study in Homogenization Theory

Artificial intelligence (AI) has demonstrated impressive progress in mathematical reasoning, yet its integration into the practice of mathematical research remains limited. In this study, we...

Evaluating Time Awareness and Cross-modal Active Perception of Large Models via 4D Escape Room Task

Reasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning

Illusion of Alignment: Detecting Hidden Disagreement in Collaborative Dialogue

PAGE: Progress-Aware Reinforcement Learning with Hierarchical Advantage for Long-Horizon GUI Agents

AlignDiff: Exploiting Model-Intrinsic Information for Better Preference Data Selection

Clustering to Find Exemplar Terms for Keyphrase Extraction

Using Clustering to Improve Retrieval Evaluation without Relevance Judgments

Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm

Generating Templates of Entity Summaries with an Entity-Aspect Model and Pattern Mining

Generating Aspect-oriented Multi-Document Summarization with Event-aspect model

A Beam Search Algorithm for ITG Word Alignment

Recursive Autoencoders for ITG-Based Translation

A Neural Reordering Model for Phrase-based Translation

Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks

Multi-Granularity Chinese Word Embedding