Siqiao Xue
10 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (6) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(34)
π§
Keyword Pioneer
π
Century Club
(10)
Conferences
AAAI (3)
NIPS (3)
ICLR (2)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
event sequence
(3)
large language model
(3)
graph neural network
(2)
temporal point process
(2)
prompt learning
(2)
knowledge transfer
(1)
domain adaptation
(1)
few-shot learning
(1)
bellman equation
(1)
message passing
(1)
time series forecasting
(1)
model-based reinforcement learning
(1)
energy function
(1)
continuous time
(1)
transfer learning
(1)
energy-based model
(1)
streaming datum
(1)
time series
(1)
sequence model
(1)
autoregressive model
(1)
Papers
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
ICLR 2025
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
AAAI 2024
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting
AAAI 2024
CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending
ACL 2024
EasyTPP: Towards Open Benchmarking Temporal Point Processes
ICLR 2024
Prompt-augmented Temporal Point Process for Streaming Event Sequence
NIPS 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning
NIPS 2023
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes
AAAI 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts
EMNLP 2023
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
NIPS 2022