conftrace_

Shitao Xiao

26 papers · 2021–2026 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+10 more ↓ 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5)
🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 👥 Mega-Team (82) 🤝 Dynamic Duo (22) 🏆 Grand Slam 🔥 Unstoppable (5) 💎 Century Club (23) 🗃️ Keyword Collector (106) Prolific Year (10)

Conferences

ACL (12) EMNLP (4) ICLR (4) CVPR (2) AAAI (1) COLING (1) ICML (1) NIPS (1)

Papers

RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026 Reinforcing Agentic Search Via Reward Density Optimization ACL 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 OmniGen: Unified Image Generation CVPR 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025 Long Context Compression with Activation Beacon ICLR 2025 Making Text Embedders Few-Shot Learners ICLR 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024 RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP 2021 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NIPS 2021