Yongqi Li
37 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
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ACL (16)
EMNLP (7)
AAAI (6)
ICLR (3)
COLING (2)
CVPR (2)
ICML (1)
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Keywords
large language model
(8)
relation extraction
(4)
information retrieval
(4)
generative retrieval
(4)
reinforcement learning
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passage ranking
(3)
few-shot learning
(2)
contrastive learning
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tool learning
(2)
vision-language model
(2)
multimodal learning
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counterfactual generation
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in-context learning
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multimodal large language model
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data augmentation
(1)
knowledge distillation
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ensemble learning
(1)
self-supervised learning
(1)
commonsense knowledge
(1)
visual question answering
(1)
Papers
Parallel Test-Time Scaling for Latent Reasoning Models
ACL 2026
SCo-Cloud: Satellite Constellation Collaboration for Cloud-Aware Onboard-Computed Imaging and Transmission
AAAI 2026
Heterophily-aware Contrastive Learning for Heterophilic Hypergraphs
AAAI 2026
Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions
ACL 2026
Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
ACL 2026
TInR: Exploring Tool-Internalized Reasoning in Large Language Models
ACL 2026
TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
ACL 2026
Merlinβs Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
ACL 2026
Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization
AAAI 2025
Personalized Large Language Model Assistant with Evolving Conditional Memory
COLING 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback
AAAI 2025
Interleaved-Modal Chain-of-Thought
CVPR 2025
Aligning VLM Assistants with Personalized Situated Cognition
ACL 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models
ACL 2025
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
EMNLP 2025
A Survey on Training-free Alignment of Large Language Models
EMNLP 2025
MultiConIR: Towards Multi-Condition Information Retrieval
EMNLP 2025
Efficient Inference for Large Language Model-based Generative Recommendation
ICLR 2025
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
ICLR 2025
TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
ICLR 2025
Towards Text-Image Interleaved Retrieval
ACL 2025
Learning to Rank in Generative Retrieval
AAAI 2024
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
AAAI 2024
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
ACL 2024
An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction
ACL 2024
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction
ACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
ACL 2024
Distillation Enhanced Generative Retrieval
ACL 2024
Prompting Large Language Models for Counterfactual Generation: An Empirical Study
COLING 2024
Discriminative Probing and Tuning for Text-to-Image Generation
CVPR 2024
Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning
EMNLP 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
EMNLP 2024
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
ICML 2024
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition
EMNLP 2023
Generating Commonsense Counterfactuals for Stable Relation Extraction
EMNLP 2023
Multiview Identifiers Enhanced Generative Retrieval
ACL 2023
MMCoQA: Conversational Question Answering over Text, Tables, and Images
ACL 2022