3 citations · 5 across the 4 of their papers we have counts for
4 papers
Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
Deqian Kong, Bo Pang, Tian Han +1
Generation of molecules with desired chemical and biological properties such as high drug-likeness, high binding affinity to target proteins, is critical for drug discovery. In thi…
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Yan Xu, Deqian Kong, Dehong Xu +4
The capability to generate responses with diversity and faithfulness using factual knowledge is paramount for creating a human-like, trustworthy dialogue system. Common strategies…
A statistical approach to topological entanglement: Boltzmann machine representation of high-order irreducible correlation
Shi Feng, Deqian Kong, Nandini Trivedi
Strongly interacting systems can be described in terms of correlation functions at various orders. A quantum analog of high-order correlations is the topological entanglement in to…
YouRefIt: Embodied Reference Understanding with Language and Gesture
Yixin Chen, Qing Li, Deqian Kong +5
We study the understanding of embodied reference: One agent uses both language and gesture to refer to an object to another agent in a shared physical environment. Of note, this ne…