Pengyue Jia
14 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(30)
π€
Dynamic Duo
(10)
π
Century Club
(10)
ποΈ
Keyword Collector
(54)
Conferences
AAAI (6)
ACL (6)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
model compression
(2)
retrieval-augmented generation
(2)
large language model
(2)
multi-modal learning
(2)
query expansion
(2)
attention mechanism
(2)
domain adaptation
(1)
policy optimization
(1)
contrastive learning
(1)
preference alignment
(1)
emotion recognition
(1)
state space model
(1)
model merging
(1)
tensor decomposition
(1)
zero-shot learning
(1)
adversarial attack
(1)
user modeling
(1)
model robustness
(1)
evaluation framework
(1)
image retrieval
(1)
Papers
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
ACL 2026
RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
AAAI 2026
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026
Renormalization Group Guided Tensor Network Structure Search
AAAI 2026
MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search
ACL 2026
GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models
ACL 2026
MTA:A Merge-then-Adapt Framework for Personalized Large Language Models
ACL 2026
Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection
AAAI 2026
SIGMA: Selective Gated Mamba for Sequential Recommendation
AAAI 2025
Stepwise Reasoning Disruption Attack of LLMs
ACL 2025
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations
AAAI 2024
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
NAACL 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
NIPS 2024